A

Abadi, A; (2021) Smarter Data Availability Checks in the Cloud: Proof of Storage via Blockchain. In: George Wynn, M, (ed.) Handbook of research on digital transformation, industry use cases, and the impact of disruptive technologies. (pp. 320-339). IGI Global

Abadi, A; Murdoch, S; Zacharias, T; (2021) Polynomial Representation Is Tricky: Maliciously Secure Private Set Intersection Revisited. In: Computer Security – ESORICS 2021. ESORICS 2021. Proceedings, Part II. (pp. pp. 721-742). Springer: Cham, Switzerland.

Abadi, Aydin; Murdoch, steven; Zacharias, Thomas; (2021) Recurring Contingent Payment for Proofs of Retrievability. (Paper 2021/1145 ). Cryptology ePrint Archive

Abadi, Aydin; Terzis, Sotirios; Dong, Changyu; (2021) Feather: lightweight multi-party updatable delegated private set intersection. Cryptology ePrint Archive: online.

Abadi, Aydin; Xiao, Jin; Metere, Roberto; Shillcock, Richard; (2021) ValuED: A Blockchain-based Trading Platform to EncourageStudent Engagement in Higher Education. PsyArXiv

Abadi, A; Kiayias, A; (2021) Multi-instance publicly verifiable time-lock puzzle and its applications. In: Proceedings of the 25th Financial Cryptography and Data Security International Conference. Springer (In press).

Abascal, JF; Ducros, N; Pronina, V; Rit, S; Rodesch, PA; Broussaud, T; Bussod, S; ... Peyrin, F; + view all Abascal, JF; Ducros, N; Pronina, V; Rit, S; Rodesch, PA; Broussaud, T; Bussod, S; Douek, P; Hauptmann, A; Arridge, S; Peyrin, F; - view fewer (2021) Material Decomposition in Spectral CT using deep learning: A Sim2Real transfer approach. IEEE Access , 9 pp. 25632-25647. 10.1109/ACCESS.2021.3056150.

Abdal, R; Zhu, P; Mitra, NJ; Wonka, P; (2021) StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows. ACM Transactions on Graphics , 40 (3) , Article 21. 10.1145/3447648.

Abraham, I; Jovanovic, P; Maller, M; Meiklejohn, S; Stern, G; Tomescu, A; (2021) Reaching Consensus for Asynchronous Distributed Key Generation. In: Miller, A and Censor-Hillel, K and Korhonen, JH, (eds.) PODC'21: Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing. (pp. pp. 363-373). ACM

Abramsky, S; Shah, N; (2021) Relating structure and power: Comonadic semantics for computational resources. Journal of Logic and Computation , 31 (6) pp. 1390-1428. 10.1093/logcom/exab048.

Adams, RA; Vincent, P; Benrimoh, D; Friston, KJ; Parr, T; (2021) Everything is connected: Inference and attractors in delusions. Schizophrenia Research 10.1016/j.schres.2021.07.032. (In press).

Adams, RA; Gu, X; (2021) Editorial: 2021, A New Chapter. Computational Psychiatry , 5 (1) pp. 1-3. 10.5334/cpsy.62.

Adams, RA; Pinotsis, D; Tsirlis, K; Unruh, L; Mahajan, A; Horas, AM; Convertino, L; ... Anticevic, A; + view all Adams, RA; Pinotsis, D; Tsirlis, K; Unruh, L; Mahajan, A; Horas, AM; Convertino, L; Summerfelt, A; Sampath, H; Du, XM; Kochunov, P; Ji, JL; Repovs, G; Murray, JD; Friston, KJ; Hong, LE; Anticevic, A; - view fewer (2021) Computational modelling of EEG and fMRI paradigms indicates a consistent loss of pyramidal cell synaptic gain in schizophrenia. Biological Psychiatry 10.1016/j.biopsych.2021.07.024. (In press).

Adeagbo, O; Tanser, F; Hae-Young, K; Mathenjwa, T; Barnighausen, T; McGrath, N; Blandford, A; ... Seeley, J; + view all Adeagbo, O; Tanser, F; Hae-Young, K; Mathenjwa, T; Barnighausen, T; McGrath, N; Blandford, A; Shahmanesh, M; Seeley, J; - view fewer (2021) Service providers perception of a home-based intervention to test and start (HITS) in rural KwaZulu-Natal, South Africa. Presented at: 4th HIV Research for Prevention conference (HIVR4P // Virtual), Virtual conference.

Adeagbo, O; Kim, H-Y; Tanser, F; Xulu, S; Dlamini, N; Gumede, V; Mathenjwa, T; ... Shahmanesh, M; + view all Adeagbo, O; Kim, H-Y; Tanser, F; Xulu, S; Dlamini, N; Gumede, V; Mathenjwa, T; Bärnighausen, T; McGrath, N; Blandford, A; Seeley, J; Shahmanesh, M; - view fewer (2021) Acceptability of a tablet-based application to support early HIV testing among men in rural KwaZulu-Natal, South Africa: a mixed method study. AIDS Care , 33 (4) pp. 494-501. 10.1080/09540121.2020.1742867.

Afzali, M; Nilsson, M; Palombo, M; Jones, DK; (2021) SPHERIOUSLY? The challenges of estimating sphere radius non-invasively in the human brain from diffusion MRI. NeuroImage , 237 , Article 118183. 10.1016/j.neuroimage.2021.118183.

Agledahl, S; Steed, A; (2021) Magnification Vision – a Novel Gaze-Directed User Interface. In: Proceedings of the 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). (pp. pp. 474-475). IEEE: Lisbon, Portugal.

Agliardi, G; Liuzzi, AR; Hotblack, A; De Feo, D; Núñez, N; Stowe, CL; Friebel, E; ... Becher, B; + view all Agliardi, G; Liuzzi, AR; Hotblack, A; De Feo, D; Núñez, N; Stowe, CL; Friebel, E; Nannini, F; Rindlisbacher, L; Roberts, TA; Ramasawmy, R; Williams, IP; Siow, BM; Lythgoe, MF; Kalber, TL; Quezada, SA; Pule, MA; Tugues, S; Straathof, K; Becher, B; - view fewer (2021) Intratumoral IL-12 delivery empowers CAR-T cell immunotherapy in a pre-clinical model of glioblastoma. Nature Communications , 12 , Article 444. 10.1038/s41467-020-20599-x.

Aguirre, A; Barthe, G; Hsu, J; Kaminski, BL; Katoen, J-P; Matheja, C; (2021) A Pre-expectation Calculus for Probabilistic Sensitivity. Proceedings of the ACM on Programming Languages , 5 (POPL) , Article 52. 10.1145/3434333.

Ahlgren, J; Berezin, M; Bojarczuk, K; Dulskyte, E; Dvortsova, I; George, J; Gucevska, N; ... Spahr-Summers, J; + view all Ahlgren, J; Berezin, M; Bojarczuk, K; Dulskyte, E; Dvortsova, I; George, J; Gucevska, N; Harman, M; Lomeli, M; Meijer, E; Sapora, S; Spahr-Summers, J; - view fewer (2021) Testing web enabled simulation at scale using metamorphic testing. In: Proceedings of the IEEE/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) 2021. (pp. pp. 140-149). The Institute of Electrical and Electronics Engineers (IEEE)

Ahlgren, J; Bojarczuk, K; Drossopoulou, S; Dvortsova, I; George, J; Gucevska, N; Harman, M; ... Zhou, N; + view all Ahlgren, J; Bojarczuk, K; Drossopoulou, S; Dvortsova, I; George, J; Gucevska, N; Harman, M; Lomeli, M; Lucas, SMM; Meijer, E; Omohundro, S; Rojas, R; Sapora, S; Zhou, N; - view fewer (2021) Facebook’s Cyber–Cyber and Cyber–Physical Digital Twins. In: Proceedings of the EASE 2021: Evaluation and Assessment in Software Engineering. (pp. pp. 1-9). Association for Computing Machinery (ACM)

Ahmad, OF; González-Bueno Puyal, J; Brandao, P; Kader, R; Abbasi, F; Hussein, M; Haidry, RJ; ... Lovat, LB; + view all Ahmad, OF; González-Bueno Puyal, J; Brandao, P; Kader, R; Abbasi, F; Hussein, M; Haidry, RJ; Toth, D; Mountney, P; Seward, E; Vega, R; Stoyanov, D; Lovat, LB; - view fewer (2021) Performance of artificial intelligence for detection of subtle and advanced colorectal neoplasia. Digestive Endoscopy 10.1111/den.14187. (In press).

Aitchison, L; Jegminat, J; Menendez, JA; Pfister, J-P; Pouget, A; Latham, PE; (2021) Synaptic plasticity as Bayesian inference. Nature Neuroscience , 24 pp. 565-571. 10.1038/s41593-021-00809-5.

Akhavan, A; Pontil, M; Tsybakov, AB; (2021) Distributed Zero-Order Optimization under Adversarial Noise. Advances in Neural Information Processing Systems , 13 pp. 10209-10220.

Akintomide, E; Shah, B; Sridharan, S; Visram, S; Sebire, NJ; Peters, C; (2021) Clinical perception of effectiveness of virtual appointments and comparison with appointment outcomes at a specialist children's hospital. Future Healthcare Journal , 8 (3) e660-e665. 10.7861/fhj.2021-0044.

Akşit, K; (2021) Towards remote pixelless displays. In: OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP). Optical Society of America (OSA): Washington, DC, USA.

Aksman, LM; Wijeratne, PA; Oxtoby, NP; Eshaghi, A; Shand, C; Altmann, A; Alexander, DC; Aksman, LM; Wijeratne, PA; Oxtoby, NP; Eshaghi, A; Shand, C; Altmann, A; Alexander, DC; Young, AL; - view fewer (2021) pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm. SoftwareX , 16 , Article 100811. 10.1016/j.softx.2021.100811.

Albert, E; Gómez-Zamalloa, M; Isabel, M; Rubio, A; Sammartino, M; Silva, A; (2021) Actor-based model checking for Software-Defined Networks. Journal of Logical and Algebraic Methods in Programming , 118 , Article 100617. 10.1016/j.jlamp.2020.100617.

Alexander, N; Alexander, DC; Barkhof, F; Denaxas, S; (2021) Identifying and evaluating clinical subtypes of Alzheimer's disease in care electronic health records using unsupervised machine learning. BMC Medical Informatics and Decision Making , 21 , Article 343. 10.1186/s12911-021-01693-6.

Ali, S; Dmitrieva, M; Ghatwary, N; Bano, S; Polat, G; Temizel, A; Krenzer, A; ... Rittscher, J; + view all Ali, S; Dmitrieva, M; Ghatwary, N; Bano, S; Polat, G; Temizel, A; Krenzer, A; Hekalo, A; Guo, YB; Matuszewski, B; Gridach, M; Voiculescu, I; Yoganand, V; Chavan, A; Raj, A; Nguyen, NT; Tran, DQ; Huynh, LD; Boutry, N; Rezvy, S; Chen, H; Choi, YH; Subramanian, A; Balasubramanian, V; Gao, XW; Hu, H; Liao, Y; Stoyanov, D; Daul, C; Realdon, S; Cannizzaro, R; Lamarque, D; Tran-Nguyen, T; Bailey, A; Braden, B; East, JE; Rittscher, J; - view fewer (2021) Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Analysis , 70 , Article 102002. 10.1016/j.media.2021.102002.

Ali, S; Saeed, MH; Aldreabi, E; Blackburn, J; De Cristofaro, E; Zannettou, S; Stringhini, G; (2021) Understanding the Effect of Deplatforming on Social Networks. In: Proceedings of the WebSci '21: 13th ACM Web Science Conference 2021. (pp. pp. 187-195). Association for Computing Machinery (ACM)

Aliapoulios, M; Bevensee, E; Blackburn, J; Bradlyn, B; Cristofaro, ED; Stringhini, G; Zannettou, S; (2021) A Large Open Dataset from the Parler Social Network. In: Budak, C and Cha, M and Quercia, D and Xie, L, (eds.) Proceedings of the International AAAI Conference on Web and Social Media. (pp. pp. 943-951). Association for the Advancement of Artificial Intelligence (AAAI) Press

Alturki, MA; Kirigin, TB; Kanovich, M; Nigam, V; Scedrov, A; Talcott, C; (2021) On security analysis of periodic systems: expressiveness and complexity. In: Proceedings of the 7th International Conference on Information Systems Security and Privacy. (pp. pp. 43-54).

Alvarez-Picallo, M; Ghica, DR; Sprunger, D; Zanasi, F; (2021) Functorial String Diagrams for Reverse-Mode Automatic Differentiation. ArXiv: Ithaca, NY, USA.

Ammanabrolu, P; Urbanek, J; Li, M; Szlam, A; Rocktäschel, T; Weston, J; (2021) How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds. In: Toutanova, K and Rumshisky, A and Zettlemoyer, L and Hakkani-Tür, D and Beltagy, I and Bethard, S and Cotterell, R and Chakraborty, T and Zhou, Y, (eds.) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. (pp. pp. 807-833). Association for Computational Linguistics

Anastassacos, N; García, J; Hailes, S; Musolesi, M; (2021) Cooperation and Reputation Dynamics with Reinforcement Learning. In: Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems. (pp. pp. 115-123). International Conference on Autonomous Agents and Multiagent Systems: London, UK.

Andersson, TR; Hosking, JS; Pérez-Ortiz, M; Paige, B; Elliott, A; Russell, C; Law, S; ... Shuckburgh, E; + view all Andersson, TR; Hosking, JS; Pérez-Ortiz, M; Paige, B; Elliott, A; Russell, C; Law, S; Jones, DC; Wilkinson, J; Phillips, T; Byrne, J; Tietsche, S; Sarojini, BB; Blanchard-Wrigglesworth, E; Aksenov, Y; Downie, R; Shuckburgh, E; - view fewer (2021) Seasonal Arctic sea ice forecasting with probabilistic deep learning. Nature Communications , 12 (1) , Article 5124. 10.1038/s41467-021-25257-4.

Andresini, G; Pendlebury, F; Pierazzi, F; Loglisci, C; Appice, A; Cavallaro, L; (2021) INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection. In: AISec '21: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security. Association for Computing Machinery: Virtual, Republic of Korea.

Anthony, Thomas William; (2021) Expert iteration. Doctoral thesis (Ph.D), UCL (University College London).

Antoine, A; Malacria, S; Marquardt, N; Casiez, G; (2021) Interaction Illustration Taxonomy: Classification of Styles and Techniques for Visually Representing Interaction Scenarios. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. pp. 1-22). ACM

Antotsiou, Dafni; Ciliberto, Carlo; Kim, Tae-Kyun; (2021) Adversarial Imitation Learning with Trajectorial Augmentation and Correction. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA) 2021. (pp. pp. 4724-4730). Institute of Electrical and Electronics Engineers (IEEE)

Antypa, D; Kagialis, A; Tsirlis, K; Tsepeneka, S; Simos, P; (2021) Changing memories by interference: the effect of emotional dimensions in reconsolidation of episodic memories. Cognition and Emotion , 35 (7) pp. 1400-1406. 10.1080/02699931.2021.1947198.

Arbel, Michael; (2021) Methods for Optimization and Regularization of Generative Models. Doctoral thesis (Ph.D), UCL (University College London).

Archetti, D; Young, AL; Oxtoby, NP; Ferreira, D; Mårtensson, G; Westman, E; Alexander, DC; ... for Alzheimer’s Disease Neuroimaging Initiative and EuroPOND Con; + view all Archetti, D; Young, AL; Oxtoby, NP; Ferreira, D; Mårtensson, G; Westman, E; Alexander, DC; Frisoni, GB; Redolfi, A; for Alzheimer’s Disease Neuroimaging Initiative and EuroPOND Con; - view fewer (2021) Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease. Frontiers in Big Data , 4 , Article 661110. 10.3389/fdata.2021.661110.

Arifoglu, D; Wang, Y; Bouchachia, A; (2021) Detection of Dementia-Related Abnormal Behaviour Using Recursive Auto-Encoders. Sensors , 21 (1) , Article 260. 10.3390/s21010260.

Arridge, SR; Ehrhardt, MJ; Thielemans, K; (2021) (An overview of) Synergistic reconstruction for multimodality/multichannel imaging methods. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences , 379 (2200) , Article 20200205. 10.1098/rsta.2020.0205.

Ashton, H; (2021) Causal Campbell-Goodhart’s Law and Reinforcement Learning. In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. (pp. pp. 67-73). SciTePress, Science and Technology Publications

Ashton, H; (2021) What criminal and civil law tells us about Safe RL techniques to generate law-abiding behaviour. In: Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021). CEUR Workshop Proceedings

Aste, T; (2021) Stress Testing and Systemic Risk Measures Using Elliptical Conditional Multivariate Probabilities. Journal of Risk and Financial Management , 14 (5) , Article 213. 10.3390/jrfm14050213.

Attenborough, Teresa; (2021) Diversity in immunocompromised children: the gut microbiome and T cell receptor repertoire. Doctoral thesis (Ph.D), UCL (University College London).

Austin, V; Mattick, K; Holloway, C; (2021) “This Is the Story of Community Leadership with Political Backing. (PM1)” Critical Junctures in Paralympic Legacy: Framing the London 2012 Disability Inclusion Model for New Global Challenges †. Sustainability , 13 (16) , Article 9253. 10.3390/su13169253.

Austin, V; Holloway, C; Ossul Vermehren, I; Dumbuya, A; Barbareschi, G; Walker, J; (2021) "Give Us the Chance to Be Part of You, We Want Our Voices to Be Heard": Assistive Technology as a Mediator of Participation in (Formal and Informal) Citizenship Activities for Persons with Disabilities Who Are Slum Dwellers in Freetown, Sierra Leone. International Journal of Environmental Research and Public Health , 18 (11) , Article 5547. 10.3390/ijerph18115547.

Avdic, M; Marquardt, N; Rogers, Y; Vermeulen, J; (2021) Machine Body Language: Expressing a Smart Speaker’s Activity with Intelligible Physical Motion. In: Proceedings DIS '21: Designing Interactive Systems Conference 2021. (pp. pp. 1403-1418). ACM

Aylett-Bullock, J; Cuesta-Lazaro, C; Quera-Bofarull, A; Icaza-Lizaola, M; Sedgewick, A; Truong, H; Curran, A; ... Krauss, F; + view all Aylett-Bullock, J; Cuesta-Lazaro, C; Quera-Bofarull, A; Icaza-Lizaola, M; Sedgewick, A; Truong, H; Curran, A; Elliott, E; Caulfield, T; Fong, K; Vernon, I; Williams, J; Bower, R; Krauss, F; - view fewer (2021) June: open-source individual-based epidemiology simulation. Royal Society Open Science , 8 (7) , Article 210506. 10.1098/rsos.210506.

Azimbagirad, M; Dardenne, G; Salema, DB; Rémy-Néris, O; Burdin, V; (2021) Combined multi-protocols qMRI for thigh muscle analysis: a preliminary study. In: Proceedings Volume 12088, 17th International Symposium on Medical Information Processing and Analysis; 120880G. SPIE: Campinas, Brazil.

Azimbagirad, Mehran; Grillo, Felipe Wilker; Hadadian, Yaser; Carneiro, Antonio Adilton Oliveira; Murta, Luiz Otavio; (2021) Biomimetic phantom with anatomical accuracy for evaluating brain volumetric measurements with magnetic resonance imaging. Journal of medical imaging , 8 (1) , Article 013503. 10.1117/1.jmi.8.1.013503.

Azimbagirad, Mehran; Murta Junior, Luiz Otavio; (2021) Tsallis generalized entropy for Gaussian mixture model parameter estimation on brain segmentation application. Neuroscience Informatics , 1 (1-2) , Article 100002. 10.1016/j.neuri.2021.100002.

Azouvi, Sarah; (2021) Levels of Decentralization and Trust in Cryptocurrencies: Consensus, Governance and Applications. Doctoral thesis (Ph.D), UCL (University College London).

B

B R, Mallikarjun; Tewari, Ayush; Dib, Abdallah; Weyrich, Tim; Bickel, Bernd; Seidel, Hans-Peter; Pfister, Hanspeter; ... Theobalt, Christian; + view all B R, Mallikarjun; Tewari, Ayush; Dib, Abdallah; Weyrich, Tim; Bickel, Bernd; Seidel, Hans-Peter; Pfister, Hanspeter; Matusik, Wojciech; Chevallier, Louis; Elgharib, Mohamed; Theobalt, Christian; - view fewer (2021) PhotoApp: Photorealistic Appearance Editing of Head Portraits. ACM Transactions on Graphics , 40 (4) , Article 44. 10.1145/3450626.3459765.

B R, Mallikarjun; Tewari, Ayush; Oh, Tae-Hyun; Weyrich, Tim; Bickel, Bernd; Seidel, Hans-Peter; Pfister, Hanspeter; ... Theobalt, Christian; + view all B R, Mallikarjun; Tewari, Ayush; Oh, Tae-Hyun; Weyrich, Tim; Bickel, Bernd; Seidel, Hans-Peter; Pfister, Hanspeter; Matusik, Wojciech; Elgharib, Mohamed; Theobalt, Christian; - view fewer (2021) Monocular Reconstruction of Neural Face Reflectance Fields. In: Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 4789-4798). IEEE: Nashville, TN, USA.

Backens, M; Miller-Bakewell, H; De Felice, G; Lobski, L; van de Wetering, J; (2021) There and back again: A circuit extraction tale. Quantum , 5 , Article 421. 10.22331/q-2021-03-25-421.

Bainiaksinaite, J; Kaplis, N; Treleaven, P; (2021) ALgA: Automatic logic gate annotator for building financial news events detectors. In: Proceedings of the 54th Hawaii International Conference on System Sciences. (pp. pp. 1050-1060). Hawaii International Conference on System Sciences

Baldi, RD; Williams, DRA; McHardy, IM; Beswick, RJ; Brinks, E; Dullo, BT; Knapen, JH; ... Uttley, P; + view all Baldi, RD; Williams, DRA; McHardy, IM; Beswick, RJ; Brinks, E; Dullo, BT; Knapen, JH; Argo, MK; Aalto, S; Alberdi, A; Baan, WA; Bendo, GJ; Corbel, S; Fenech, DM; Gallagher, JS; Green, DA; Kennicutt, RC; Kloeckner, H-R; Koerding, E; Maccarone, TJ; Muxlow, TWB; Mundell, CG; Panessa, F; Peck, AB; Perez-Torres, MA; Romero-Canizales, C; Saikia, P; Shankar, F; Spencer, RE; Stevens, IR; Varenius, E; Ward, MJ; Yates, J; Uttley, P; - view fewer (2021) LeMMINGs - II. The e-MERLIN legacy survey of nearby galaxies. The deepest radio view of the Palomar sample on parsec scale. Monthly Notices of the Royal Astronomical Society , 500 (4) pp. 4749-4767. 10.1093/mnras/staa3519.

Balestrini, S; Lopez, SM; Chinthapalli, K; Sargsyan, N; Demurtas, R; Vos, S; Altmann, A; ... Sisodiya, SM; + view all Balestrini, S; Lopez, SM; Chinthapalli, K; Sargsyan, N; Demurtas, R; Vos, S; Altmann, A; Suttie, M; Hammond, P; Sisodiya, SM; - view fewer (2021) Increased facial asymmetry in focal epilepsies associated with unilateral lesions. Brain Communications , 3 (2) , Article fcab068. 10.1093/braincomms/fcab068.

Bandukda, M; Holloway, C; Singh, A; Barbareschi, G; Berthouze, N; (2021) Opportunities for Supporting Self-efficacy through Orientation & Mobility Training Technologies for Blind and Partially Sighted People. In: ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility. (pp. p. 32). ACM: Virtual Event, USA.

Bandukda, M; Singh, A; Holloway, C; Berthouze, N; Brulé, E; Tajadura-Jiménez, A; Metatla, O; ... Thieme, A; + view all Bandukda, M; Singh, A; Holloway, C; Berthouze, N; Brulé, E; Tajadura-Jiménez, A; Metatla, O; Javornik, A; Thieme, A; - view fewer (2021) Rethinking the Senses: A Workshop on Multisensory Embodied Experiences and Disability Interactions. In: CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. pp. 1-5). ACM

Bano, S; Danks, R; Orishko, A; Jin Tan, H; Moreno Sancho, F; D'Auito, F; Stoyanov, D; (2021) Automating Periodontal bone loss measurement via dental landmark localisation. International Journal of Computer Assisted Radiology and Surgery , 16 pp. 1189-1199. 10.1007/s11548-021-02431-z.

Bano, S; Dromey, B; Vasconcelos, F; Napolitano, R; David, AL; Peebles, DM; Stoyanov, D; (2021) AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes. In: De Bruijne, M and Cattin, PC and Cotin, S and Padoy, N and Speidel, S and Zheng, Y and Essert, C, (eds.) Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part VII. (pp. pp. 228-238). Springer: Cham, Switzerland.

Bano, S; Casella, A; Vasconcelos, F; Moccia, S; Attilakos, G; Wimalasundera, R; David, AL; ... Stoyanov, D; + view all Bano, S; Casella, A; Vasconcelos, F; Moccia, S; Attilakos, G; Wimalasundera, R; David, AL; Paladini, D; Deprest, J; De Momi, E; Mattos, LS; Stoyanov, D; - view fewer (2021) FetReg: Placental Vessel Segmentation and Registration in Fetoscopy Challenge Dataset. ArXiv: Ithaca, NY, USA.

Bansal, S; Subramanian, S; (2021) A Microfluidic Acoustic Metamaterial using Electrowetting: Enabling Active Broadband Tunability. Advanced Materials Technologies , Article ARTN 210. 10.1002/admt.202100491.

Bao, J; Docherty, S; Hsu, J; Silva, A; (2021) A Bunched Logic for Conditional Independence. In: 2021 36th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS). IEEE (In press).

Baomar, H; Bentley, P; (2021) Autonomous flight cycles and extreme landings of airliners beyond the current limits and capabilities using artificial neural networks. Applied Intelligence 10.1007/s10489-021-02202-y. (In press).

Barati, M; Aujla, GS; Llanos, JT; Duodu, KA; Rana, OF; Carr, M; Rajan, R; (2021) Privacy-Aware Cloud Auditing for GDPR Compliance Verification in Online Healthcare. IEEE Transactions on Industrial Informatics 10.1109/tii.2021.3100152. (In press).

Barbareschi, G; Shakespeare, T; (2021) A right to the frivolous? Renegotiating a wellbeing agenda for AT research. Assistive Technology , 33 (5) p. 237. 10.1080/10400435.2021.1984112.

Barbareschi, G; Shitawa Kopi, N; Oldfrey, B; Holloway, C; (2021) What difference does tech make? Conceptualizations of Disability and Assistive Technology among Kenyan Youth: Conceptualizations of Disability and AT. In: ASSETS '21: The 23rd International ACM SIGACCESS Conference on Computers and Accessibility. (pp. p. 18). ACM: Virtual Event, USA.

Barbareschi, G; Swaminathan, M; Freire, AP; Holloway, C; (2021) Challenges and strategies for accessibility research in the Global South: A panel discussion. In: X Latin American Conference on Human Computer Interaction (CLIHC 2021). Association for Computing Machinery (ACM): New York, NY, USA.

Barbareschi, G; Carew, MT; Johnson, EA; Kopi, N; Holloway, C; (2021) "When They See a Wheelchair, They've Not Even Seen Me"-Factors Shaping the Experience of Disability Stigma and Discrimination in Kenya. International Journal of Environmental Research and Public Health , 18 (8) , Article 4272. 10.3390/ijerph18084272.

Barbareschi, G; Zuleima Morgado-Ramirez, D; Holloway, C; Manohar Swaminathan, S; Vashistha, A; Cutrell, E; (2021) Disability Design and Innovation in Low Resource Settings: Addressing Inequality through HCI. In: CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. pp. 1-5). ACM

Bardoscia, M; Barucca, P; Battiston, S; Caccioli, F; Cimini, G; Garlaschelli, D; Saracco, F; ... Caldarelli, G; + view all Bardoscia, M; Barucca, P; Battiston, S; Caccioli, F; Cimini, G; Garlaschelli, D; Saracco, F; Squartini, T; Caldarelli, G; - view fewer (2021) The physics of financial networks. Nature Reviews Physics , 3 pp. 490-507. 10.1038/s42254-021-00322-5.

Barhoush, YAM; Nanjappan, V; Thiel, F; Georgiev, GV; Swapp, D; Loudon, B; (2021) A novel experimental design of a real-time VR tracking device. In: Proceedings of the Design Society. (pp. pp. 171-180). Cambridge University Press: Gothenburg, Sweden.

Barmpoutis, P; Di Capite, M; Kayhanian, H; Waddingham, W; Alexander, DC; Jansen, M; Kwong, FNK; (2021) Tertiary lymphoid structures (TLS) identification and density assessment on H&E-stained digital slides of lung cancer. PLOS ONE , 16 (9) , Article e0256907. 10.1371/journal.pone.0256907.

Barmpoutis, P; Kayhanian, H; Waddingham, W; Alexander, DC; Jansen, M; (2021) Three-dimensional tumour microenvironment reconstruction and tumour-immune interactions' analysis. In: 2021 Digital Image Computing: Techniques and Applications (DICTA). IEEE: Gold Coast, Australia.

Bartolo, Max; Thrush, Tristan; Jia, Robin; Riedel, Sebastian; Stenetorp, Pontus; Kiela, Douwe; (2021) Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation. In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. (pp. pp. 8830-8848). Association for Computational Linguistics

Bartolucci, S; Caccioli, F; Caravelli, F; Vivo, P; (2021) "Spectrally gapped" random walks on networks: a Mean First Passage Time formula. SciPost Physics , 11 (5) , Article 088. 10.21468/SciPostPhys.11.5.088.

Basat, Ran Ben; Jo, Seungbum; Satti, Srinivasa Rao; Ugare, Shubham; (2021) Approximate query processing over static sets and sliding windows☆. Theoretical Computer Science , 885 pp. 1-14. 10.1016/j.tcs.2021.06.015.

Basat, RB; Einziger, G; Mitzenmacher, M; Vargaftik, S; (2021) SALSA: Self-Adjusting Lean Streaming Analytics. In: Proceedings of the 37th IEEE International Conference on Data Engineering (ICDE 2021). (pp. pp. 864-875). IEEE: Chania, Greece.

Batz, K; Chen, M; Kaminski, BL; Katoen, J-P; Matheja, C; Schröer, P; (2021) Latticed k-Induction with an Application to Probabilistic Programs. In: Computer Aided Verification. (pp. pp. 524-549). Springer: Cham, Switzerland.

Batz, K; Kaminski, BL; Katoen, J-P; Matheja, C; (2021) Relatively Complete Verification of Probabilistic Programs: An Expressive Language for Expectation-Based Reasoning. Proceedings of the ACM on Programming Languages , 5 (POPL) , Article 39. 10.1145/3434320.

Baum, ZMC; Hu, Y; Barratt, DC; (2021) Real-time multimodal image registration with partial intraoperative point-set data. Medical Image Analysis , 74 , Article 102231. 10.1016/j.media.2021.102231.

Baum, ZMC; Bonmati, E; Cristoni, L; Walden, A; Prados, F; Kanber, B; Barratt, DC; ... Hu, Y; + view all Baum, ZMC; Bonmati, E; Cristoni, L; Walden, A; Prados, F; Kanber, B; Barratt, DC; Hawkes, DJ; Parker, GJM; Wheeler-Kingshott, CAMG; Hu, Y; - view fewer (2021) Image quality assessment for closed-loop computer-assisted lung ultrasound. In: Proceedings of the Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling (SPIE). (pp. pp. 1-7). The International Society for Optics and Photonics (SPIE)

Bausch, J; Cubitt, TS; Watson, JD; (2021) Uncomputability of phase diagrams. Nature Communications , 12 (1) , Article 452. 10.1038/s41467-020-20504-6.

Baxter, Gabrielle C; Patterson, Andrew J; Woitek, Ramona; Allajbeu, Iris; Graves, Martin J; Gilbert, Fiona; (2021) Improving the image quality of DWI in breast cancer: comparison of multi-shot DWI using multiplexed sensitivity encoding to conventional single-shot echo-planar imaging DWI. British Journal of Radiology , 94 (1119) , Article 20200427. 10.1259/bjr.20200427.

Beale, S; Braithwaite, I; Navaratnam, AM; Hardelid, P; Rodger, A; Aryee, A; Byrne, TE; ... Virus Watch Collaborative; + view all Beale, S; Braithwaite, I; Navaratnam, AM; Hardelid, P; Rodger, A; Aryee, A; Byrne, TE; Fong, EWL; Fragaszy, E; Geismar, C; Kovar, J; Nguyen, V; Patel, P; Shrotri, M; Aldridge, R; Hayward, A; Virus Watch Collaborative; - view fewer (2021) Deprivation and exposure to public activities during the COVID-19 pandemic in England and Wales. Journal of Epidemiology & Community Health 10.1136/jech-2021-217076. (In press).

Beddow, L; Wurdemann, H; Kanoulas, D; (2021) A Caging Inspired Gripper using Flexible Fingers and a Movable Palm. In: Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021). IEEE: Prague, Czech Republic. (In press).

Bellio, M; Furniss, D; Oxtoby, NP; Garbarino, S; Firth, NC; Ribbens, A; Alexander, DC; Bellio, M; Furniss, D; Oxtoby, NP; Garbarino, S; Firth, NC; Ribbens, A; Alexander, DC; Blandford, A; - view fewer (2021) Opportunities and barriers for adoption of a decision-support tool for Alzheimer's Disease. ACM Transactions on Computing for Healthcare 10.1145/3462764. (In press).

Ben-Basat, Ran; Einziger, Gil; Feibish, Shir Landau; Moraney, Jalil; Tayh, Bilal; Raz, Danny; (2021) Routing-Oblivious Network-Wide Measurements. IEEE/ACM Transactions on Networking , 29 (6) pp. 2386-2398. 10.1109/TNET.2021.3061737.

Ben-Basat, Ran; Even, Guy; Kawarabayashi, Ken-ichi; Schwartzman, Gregory; (2021) Optimal distributed covering algorithms. Distributed Computing 10.1007/s00446-021-00391-w. (In press).

Ben-Basat, Ran; Mitzenmacher, Michael; Vargaftik, Shay; (2021) How to send a real number using a single bit (and some shared randomness). In: Proceedings of the 48th International Colloquium on Automata, Languages, and Programming (ICALP 2021). (pp. pp. 1-20). Schloss Dagstuhl - Leibniz-Zentrum für Informatik: Dagstuhl, Germany.

Bender, B; Herz, K; Deshmane, A; Richter, V; Tabatabai, G; Schittenhelm, J; Skardelly, M; ... Lindig, T; + view all Bender, B; Herz, K; Deshmane, A; Richter, V; Tabatabai, G; Schittenhelm, J; Skardelly, M; Scheffler, K; Ernemann, U; Kim, M; Golay, X; Zaiss, M; Lindig, T; - view fewer (2021) GLINT: GlucoCEST in neoplastic tumors at 3 T—clinical results of GlucoCEST in gliomas. Magnetic Resonance Materials in Physics, Biology and Medicine 10.1007/s10334-021-00982-5. (In press).

Bendkowski, C; Fu, B; Manescu, P; Claveau, R; Fernandez-Reyes, D; Shaw, MJ; (2021) Histological and cytological imaging using Fourier ptychographic microscopy. In: Proceedings of Frontiers in Biophotonics and Imaging. (pp. p. 1187902). SPIE: Glasgow, Scotland, UK.

Bendkowski, C; Mennillo, L; Xu, T; Elsayed, M; Stojic, F; Edwards, H; Zhang, S; ... Shaw, M; + view all Bendkowski, C; Mennillo, L; Xu, T; Elsayed, M; Stojic, F; Edwards, H; Zhang, S; Morshead, C; Pawar, V; Wheeler, AR; Stoyanov, D; Shaw, M; - view fewer (2021) Autonomous object harvesting using synchronized optoelectronic microrobots. In: Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). (pp. pp. 7498-7504). Institute of Electrical and Electronics Engineers (IEEE)

Benning, Martin; Riis, Erlend Skaldehaug; (2021) Bregman Methods for Large-Scale Optimisation with Applications in Imaging. In: Chen, Ke and Schönlieb, Carola-Bibiane and Tai, Xue-Cheng and Younce, Laurent, (eds.) Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging. (pp. 1-42). Springer Cham: Cham, Switzerland.

Benning, M; Betcke, MM; Ehrhardt, MJ; Schönlieb, C-B; (2021) Choose Your Path Wisely: Gradient Descent in a Bregman Distance Framework. SIAM Journal on Imaging Sciences , 14 (2) pp. 814-843. 10.1137/20M1357500.

Bentley, PJ; Lim, SL; Jindal, S; Narang, S; (2021) Generating synthetic energy usage data to enable machine learning for sustainable accommodation. In: 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). IEEE: Mauritius, Mauritius.

Bernal, JL; Sinnathamby, MA; Elgohari, S; Zhao, H; Obi, C; Coughlan, L; Lampos, V; ... Ramsay, M; + view all Bernal, JL; Sinnathamby, MA; Elgohari, S; Zhao, H; Obi, C; Coughlan, L; Lampos, V; Simmons, R; Tessier, E; Campbell, H; McDonald, S; Ellis, J; Hughes, H; Smith, G; Joy, M; Tripathy, M; Byford, R; Ferreira, F; de Lusignan, S; Zambon, M; Dabrera, G; Brown, K; Saliba, V; Andrews, N; Amirthalingam, G; Mandal, S; Edelstein, M; Elliot, AJ; Ramsay, M; - view fewer (2021) The impact of social and physical distancing measures on COVID-19 activity in England: findings from a multi-tiered surveillance system. Eurosurveillance , 26 (11) pp. 1-11. 10.2807/1560-7917.es.2021.26.11.2001062.

Betz, P; Niepert, M; Minervini, P; Stuckenschmidt, H; (2021) Backpropagating through Markov Logic Networks. In: Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021). (pp. pp. 67-81). CEUR: Virtual.

Bhat, A; Irizar, H; Thygesen, JH; Kuchenbaecker, K; Pain, O; Adams, RA; Zartaloudi, E; ... Bramon, E; + view all Bhat, A; Irizar, H; Thygesen, JH; Kuchenbaecker, K; Pain, O; Adams, RA; Zartaloudi, E; Harju-Seppänen, J; Austin-Zimmerman, I; Wang, B; Muir, R; Summerfelt, A; Du, XM; Bruce, H; O'Donnell, P; Srivastava, DP; Friston, K; Hong, LE; Hall, M-H; Bramon, E; - view fewer (2021) Transcriptome-wide association study reveals two genes that influence mismatch negativity. Cell Reports , 34 (11) , Article 108868. 10.1016/j.celrep.2021.108868.

Bhatnagar, T; Torrens, G; Oldfrey, B; Morjaria, P; Ramos Barajas, F; Perry, K; Holloway, C; (2021) A Preliminary Study to Understand How Mainstream Accessibility and Digital Assistive Technologies Reaches People in Lower- and Middle-Income Countries. In: Proceedings of the RESNA Annual Conference - 2021. Rehabilitation Engineering and Assistive Technology Society of North America (RESNA): Virtual conference.

Bhatnagar, T; Marquardt, N; Miodownik, M; Holloway, C; (2021) Transforming a Monolithic Sheet of Nitinol into a Passive Reconfigurable Tactile Pixel Array Display at Braille Resolution. In: 2021 IEEE World Haptics Conference (WHC). (pp. pp. 409-414). IEEE (In press).

Bhatnagar, T; Upadhyay, V; Sharma, A; Rao, PVM; Miodownik, M; Marquardt, N; Holloway, C; (2021) Drawing Erasable Tactile Diagrams on Tacilia. In: 2021 IEEE World Haptics Conference (WHC). (pp. pp. 593-594). IEEE (In press).

Bi, T; Buono, RA; Olugbade, T; Singh, A; Holloway, C; Costanza, E; Williams, A; ... Berthouze, N; + view all Bi, T; Buono, RA; Olugbade, T; Singh, A; Holloway, C; Costanza, E; Williams, A; Gold, N; Berthouze, N; - view fewer (2021) Towards Chatbot-Supported Self-Reporting for Increased Reliability and Richness of Ground Truth for Automatic Pain Recognition: Reflections on Long-Distance Runners and People with Chronic Pain. In: (Proceedings) The 2021 International Conference on Multimodal Interaction (ICMI'21). ACM (In press).

Bian, Z; Blot, A; Petke, J; (2021) Refining Fitness Functions for Search-Based Program Repair. In: 2021 IEEE/ACM International Workshop on Automated Program Repair (APR). IEEE: Madrid, Spain (held virtually).

Biggs, Felix; Guedj, Benjamin; (2021) Differentiable PAC–Bayes Objectives with Partially Aggregated Neural Networks. Entropy , 23 (10) , Article 1280. 10.3390/e23101280.

Bilius, LB; Vatavu, RD; Marquardt, N; (2021) Exploring Application Opportunities for Smart Vehicles in the Continuous Interaction Space Inside and Outside the Vehicle. In: IFIP Conference on Human-Computer Interaction INTERACT 2021: Human-Computer Interaction – INTERACT 2021. (pp. pp. 140-149). Springer, Cham

Bilius, LB; Vatavu, RD; Marquardt, N; (2021) Smart Vehicle Proxemics: A Conceptual Framework Operationalizing Proxemics in the Context of Outside-the-Vehicle Interactions. In: IFIP Conference on Human-Computer Interaction INTERACT 2021: Human-Computer Interaction – INTERACT 2021. (pp. pp. 150-171). Springer, Cham: Bari, Italy.

Binetti, N; Wu, L; Chen, S; Kruijff, E; Julier, S; Brumby, DP; (2021) Using visual and auditory cues to locate out-of-view objects in head-mounted augmented reality. Displays , 69 , Article 102032. 10.1016/j.displa.2021.102032.

Binte Mohd Ikhsan, Siti Nurnadhirah; (2021) Inference and False Memory Within Multielement Events. Doctoral thesis (Ph.D), UCL (University College London).

Bird, T; Kingma, FH; Barber, D; (2021) Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks. In: ICLR 2021 - 9th International Conference on Learning Representations. ICLR: Vienna, Austria.

Blot, A; Petke, J; (2021) Empirical Comparison of Search Heuristics for Genetic Improvement of Software. IEEE Transactions on Evolutionary Computation 10.1109/TEVC.2021.3070271.

Boeker, Maria Elisabeth; (2021) Scaling and mean reversion in foreign exchange time series. Doctoral thesis (Ph.D), UCL (University College London).

Bojarczuk, K; Dvortsova, I; George, J; Gucevska, N; Harman, M; Lomeli, M; Lucas, S; ... Sapora, S; + view all Bojarczuk, K; Dvortsova, I; George, J; Gucevska, N; Harman, M; Lomeli, M; Lucas, S; Meijer, E; Rojas, R; Sapora, S; - view fewer (2021) Measurement Challenges for Cyber Cyber Digital Twins: Experiences from the Deployment of Facebook's WW Simulation System. In: ESEM '21: Proceedings of the 15th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM). Association for Computing Machinery (ACM): New York, NY, USA.

Bonchi, F; Di Giorgio, A; Zanasi, F; (2021) From Farkas’ lemma to linear programming: An exercise in diagrammatic algebra. In: Proceedings of the 9th Conference on Algebra and Coalgebra in Computer Science (CALCO 2021). (pp. 9.1-9.19). Schloss Dagstuhl - Leibniz-Zentrum: Dagstuhl, Germany.

Bonchi, F; Piedeleu, R; Sobociński, P; Zanasi, F; (2021) Bialgebraic foundations for the operational semantics of string diagrams. Information and Computation , 281 , Article 104767. 10.1016/j.ic.2021.104767.

Bonchi, F; Silva, A; Sokolova, A; (2021) Distribution Bisimilarity via the Power of Convex Algebras. Logical Methods in Computer Science , 17 (3) 10:1-10:28. 10.46298/LMCS-17(3:10)2021.

Borges, P; Shaw, R; Varsavsky, T; Klaser, K; Thomas, D; Drobnjak, I; Ourselin, S; Borges, P; Shaw, R; Varsavsky, T; Klaser, K; Thomas, D; Drobnjak, I; Ourselin, S; Jorge Cardoso, M; - view fewer (2021) The Role of MRI Physics in Brain Segmentation CNNs: Achieving Acquisition Invariance and Instructive Uncertainties. In: Simulation and Synthesis in Medical Imaging. SASHIMI 2021. (pp. pp. 67-76). Springer: Cham, Switzerland.

Borovitskiy, V; Azangulov, I; Terenin, A; Mostowsky, P; Deisenroth, MP; Durrande, N; (2021) Matérn Gaussian Processes on Graphs. In: Banerjee, A and Fukumizu, K, (eds.) Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021. (pp. pp. 2593-2601). PMLR

Bošnjak, Matko; (2021) On Differentiable Interpreters. Doctoral thesis (Ph.D), UCL (University College London).

Bostrand, SMK; Vaher, K; de Nooij, L; Harris, MA; Cole, JH; Cox, SR; Marioni, RE; ... Clarke, T-K; + view all Bostrand, SMK; Vaher, K; de Nooij, L; Harris, MA; Cole, JH; Cox, SR; Marioni, RE; McCartney, DL; Walker, RM; McIntosh, AM; Evans, KL; Whalley, HC; Wootton, RE; Clarke, T-K; - view fewer (2021) Associations between alcohol use and accelerated biological ageing. Addiction Biology , Article ARTN e13. 10.1111/adb.13100. (In press).

Bourke, NJ; Yanez Lopez, M; Jenkins, PO; De Simoni, S; Cole, JH; Lally, P; Mallas, E-J; ... Sharp, DJ; + view all Bourke, NJ; Yanez Lopez, M; Jenkins, PO; De Simoni, S; Cole, JH; Lally, P; Mallas, E-J; Zhang, H; Sharp, DJ; - view fewer (2021) Traumatic brain injury: a comparison of diffusion and volumetric magnetic resonance imaging measures. Brain Communications , 3 (2) , Article fcab006. 10.1093/braincomms/fcab006.

Brandao, P; Psychogyios, D; Mazomenos, E; Stoyanov, D; Janatka, M; (2021) HAPNet: hierarchically aggregated pyramid network for real-time stereo matching. Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization , 9 (3) pp. 219-224. 10.1080/21681163.2020.1835561.

Brandao, Patrick; (2021) Enhancing endoscopic navigation and polyp detection using artificial intelligence. Doctoral thesis (Ph.D), UCL (University College London).

Brazauskas, J; Lechelt, S; Wood, E; Evans, R; Adams, S; McFarland, E; Marquardt, N; Brazauskas, J; Lechelt, S; Wood, E; Evans, R; Adams, S; McFarland, E; Marquardt, N; Rogers, Y; - view fewer (2021) DataMoves: Entangling Data and Movement to Support Computer Science Education. In: Proceedings DIS '21: Designing Interactive Systems Conference 2021. ACM

Breuckmann, NP; Eberhardt, JN; (2021) Balanced Product Quantum Codes. IEEE Transactions on Information Theory 2021 , 67 (10) pp. 6653-6674. 10.1109/TIT.2021.3097347.

Breuckmann, NP; Eberhardt, JN; (2021) Quantum Low-Density Parity-Check Codes. PRX Quantum , 2 (4) , Article 040101. 10.1103/PRXQuantum.2.040101.

Brianza, G; Cornelio, P; Maggioni, E; Obrist, M; (2021) Sniff Before You Act: Exploration of Scent-Feature Associations for Designing Future Interactions. In: Human-Computer Interaction – INTERACT 2021. INTERACT 2021. Springer: Cham, Switzerland.

Brooks, J; Lopes, P; Amores, J; Maggioni, E; Matsukura, H; Obrist, M; Lalintha Peiris, R; Brooks, J; Lopes, P; Amores, J; Maggioni, E; Matsukura, H; Obrist, M; Lalintha Peiris, R; Ranasinghe, N; - view fewer (2021) Smell, Taste, and Temperature Interfaces. In: Conference on Human Factors in Computing Systems - Proceedings. ACM Press: New York, NY, USA.

Brusaferri, L; Emond, EC; Bousse, A; Twyman, R; Whitehead, AC; Atkinson, D; Ourselin, S; ... Thielemans, K; + view all Brusaferri, L; Emond, EC; Bousse, A; Twyman, R; Whitehead, AC; Atkinson, D; Ourselin, S; Hutton, BF; Arridge, S; Thielemans, K; - view fewer (2021) Detection Efficiency Modelling and Joint Activity and Attenuation Reconstruction in non-TOF 3D PET from Multiple-Energy Window Data. IEEE Transactions on Radiation and Plasma Medical Sciences p. 1. 10.1109/trpms.2021.3064239. (In press).

Buizza, G; Paganelli, C; Ballati, F; Sacco, S; Preda, L; Iannalfi, A; Alexander, DC; ... Palombo, M; + view all Buizza, G; Paganelli, C; Ballati, F; Sacco, S; Preda, L; Iannalfi, A; Alexander, DC; Baroni, G; Palombo, M; - view fewer (2021) Improving the characterization of meningioma microstructure in proton therapy from conventional apparent diffusion coefficient measurements using Monte Carlo simulations of diffusion MRI. Medical Physics , 48 (3) pp. 1250-1261. 10.1002/mp.14689.

Bulathwela, Sahan; Perez-Ortiz, Maria; Novak, Erik; Yilmaz, Emine; Shawe-Taylor, John; (2021) PEEK: A Large Dataset of Learner Engagement with Educational Videos. In: Proceedings of the 4th Workshop on Online Recommender Systems and User Modeling (ORSUM 2021), in conjunction with the 15th ACM Conference on Recommender Systems. ORSUM: Amsterdam, The Netherlands.

Burger, M; Hauptmann, A; Helin, T; Hyvonen, N; Puska, JP; (2021) Sequentially optimized projections in x-ray imaging *. Inverse Problems , 37 (7) , Article 075006. 10.1088/1361-6420/ac01a4.

Butters, D; Jonasson, ET; Pawar, VM; (2021) Exploring Effects of Information Filtering With a VR Interface for Multi-Robot Supervision. Frontiers in Robotics and AI , 8 , Article 692180. 10.3389/frobt.2021.692180.

Byrne, T; Patel, P; Shrotri, M; Beale, S; Michie, S; Butt, J; Hawkins, N; ... Gilson, R; + view all Byrne, T; Patel, P; Shrotri, M; Beale, S; Michie, S; Butt, J; Hawkins, N; Hardelid, P; Rodger, A; Aryee, A; Braithwaite, I; Fong, WLE; Fragaszy, E; Geismar, C; Kovar, J; Navaratnam, AMD; Nguyen, V; Hayward, A; Aldridge, RW; Wijlaar, L; Nastouli, E; Spyer, M; Killingley, B; Cox, I; Lampos, V; McKendry, RA; Cheng, T; Liu, Y; Johnson, AM; Gibbs, J; Gilson, R; - view fewer (2021) Trends, patterns and psychological influences on COVID-19 vaccination intention: Findings from a large prospective community cohort study in England and Wales (Virus Watch). Vaccine 10.1016/j.vaccine.2021.09.066. (In press).

C

Callan, J; Petke, J; (2021) Improving Android App Responsiveness through Search-Based Frame Rate Reduction. In: Search-Based Software Engineering. SSBSE 2021. (pp. pp. 136-150). Springer: Cham, Switzerland.

Callan, J; Petke, J; (2021) Optimising SQL Queries Using Genetic Improvement. In: 2021 IEEE/ACM International Workshop on Genetic Improvement (GI). IEEE

Camboni, D; Massari, L; Chiurazzi, M; Calio, R; Alcaide, JO; D'Abbraccio, J; Mazomenos, E; ... Ciuti, G; + view all Camboni, D; Massari, L; Chiurazzi, M; Calio, R; Alcaide, JO; D'Abbraccio, J; Mazomenos, E; Stoyanov, D; Menciassi, A; Carrozza, MC; Dario, P; Oddo, CM; Ciuti, G; - view fewer (2021) Endoscopic Tactile Capsule for Non-Polypoid Colorectal Tumour Detection. IEEE Transactions on Medical Robotics and Bionics , 3 (1) pp. 64-73. 10.1109/tmrb.2020.3037255.

Campero, A; Raileanu, R; Küttler, H; Tenenbaum, JB; Rocktäschel, T; Grefenstette, E; (2021) Learning With AMIGo: Adversarially Motivated Intrinsic Goals. In: Proceedings of the 9th International Conference on Learning Representations (ICLR 2021). International Conference on Learning Representations: Virtual.

Campero, A; Raileanu, R; Küttler, H; Tenenbaum, JB; Rocktäschel, T; Grefenstette, E; (2021) Learning with AMIGo: Adversarially Motivated Intrinsic Goals. In: (Proceedings) ICLR 2021: Ninth International Conference on Learning Representations. OpenReview.net

Camuto, A; Willetts, M; Paige, B; Holmes, C; Roberts, S; (2021) Learning Bijective Feature Maps for Linear ICA. In: Banerjee, A and Fukumizu, K, (eds.) Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. (pp. pp. 3655-3663). PMLR: Proceedings of Machine Learning Research

Caramalau, R; Bhattarai, B; Kim, TK; (2021) Sequential Graph Convolutional Network for Active Learning. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. (pp. pp. 9578-9587). IEEE: Nashville, TN, USA.

Carlos-Sandberg, L; Clack, CD; (2021) Incorporation of causality structures to complex network analysis of time-varying behaviour of multivariate time series. Scientific Reports , 11 (1) , Article 18880. 10.1038/s41598-021-97741-2.

Carreiro, Facundo; Facchini, Alessandro; Venema, Yde; Zanasi, Fabio; (2021) Model theory of monadic predicate logic with the infinity quantifier. Archive for Mathematical Logic , 61 pp. 465-502. 10.1007/s00153-021-00797-0.

Cavallaro, L; Gray, J; Sgandurra, D; (2021) Identifying Authorship Style in Malicious Binaries: Techniques, Challenges & Datasets. ArXiv

Cecilia, Raffaella R.; (2021) Inclusive visions: embodied practice and meaning making in the museum experience of blind and partially sighted visitors. Doctoral thesis (Ph.D), UCL (University College London).

Cecilia, RR; (2021) COVID-19 Pandemic: Threat or Opportunity for Blind and Partially Sighted Museum Visitors? Journal of Conservation and Museum Studies , 19 (1) , Article 5. 10.5334/jcms.200.

Cella, L; Pontil, M; (2021) Multi-Task and Meta-Learning with Sparse Linear Bandits. In: Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence. (pp. pp. 1692-1702). PMLR

Cella, Leonardo; Pontil, Massimiliano; Gentile, Claudio; (2021) Best Model Identification: A Rested Bandit Formulation. In: Meila, M and Zhang, T, (eds.) Proceedings of the 38th International Conference on Machine Learning. (pp. pp. 1-11). PMLR

Chalcroft, LF; Qu, J; Martin, SA; Gayo, IJMB; Minore, GV; Singh, IRD; Saeed, SU; ... Hu, Y; + view all Chalcroft, LF; Qu, J; Martin, SA; Gayo, IJMB; Minore, GV; Singh, IRD; Saeed, SU; Yang, Q; Baum, ZMC; Altmann, A; Hu, Y; - view fewer (2021) Development and evaluation of intraoperative ultrasound segmentation with negative image frames and multiple observer labels. In: International Workshop on Advances in Simplifying Medical Ultrasound ASMUS 2021: Simplifying Medical Ultrasound. (pp. pp. 25-34). Springer, Cham

Chalhoub, George; Kraemer, Martin J; (2021) “It did not give me an option to decline”: A Longitudinal Analysis of the User Experience of Security and Privacy in Smart Home Products. CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems , 2021 , Article 555. 10.1145/3411764.3445691.

Chaudhry, MA; Kazim, E; (2021) Artificial Intelligence in Education (AIEd): a high-level academic and industry note 2021. AI Ethics 10.1007/s43681-021-00074-z.

Chen, Hongyi; Khong, Jia; Huang, Jie; (2021) Direct Ink Writing of Polycaprolactone/Laponite Composite for Bone Implants: 3D Characterization Using X-Ray Micro CT. Presented at: The British Orthopaedic Research Society (BORS) Annual Meeting 2021, Online conference.

Chen, Hongyi; Stampoultzis, Theofanis; Papadopoulou, Anastasia; Balabani, Stavroula; Huang, Jie; (2021) Evaluation of Rheological Properties and Shape Fidelity of Polycaprolactone/Hydroxyapatite Inks for 3D Printing of Osteochondral Tissue Scaffolds. Presented at: The British Orthopaedic Research Society (BORS) Annual Meeting 2020, Online.

Chen, X; Cohen-Or, D; Chen, B; Mitra, NJ; (2021) Towards a Neural Graphics Pipeline for Controllable Image Generation. Computer Graphics Forum , 40 (2) pp. 127-140. 10.1111/cgf.142620.

Chen, Yihong; Minervini, Pasquale; Riedel, Sebastian; Stenetorp, Pontus; (2021) Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations. In: Proceedings of the 3rd Conference on Automated Knowledge Base Construction (AKBC). Automated Knowledge Base Construction (AKBC): Virtual conference.

Chen, Z; Heckman, C; Julier, S; Ahmed, N; (2021) Time Dependence in Kalman Filter Tuning. In: 2021 IEEE 24th International Conference on Information Fusion (FUSION). IEEE: Sun City, South Africa.

Chen, X; Du, Y; Xia, L; Wang, J; (2021) Reinforcement recommendation with user multi-aspect preference. In: WWW '21: Proceedings of the Web Conference 2021. (pp. pp. 425-435). ACM: Association for Computing Machinery: New York, NY, USA.

Chiou, E; Giganti, F; Punwani, S; Kokkinos, I; Panagiotaki, E; (2021) Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation. In: Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health. (pp. pp. 90-100). Springer: Cham, Switzerland.

Chiou, E; Valindria, V; Giganti, F; Punwani, S; Kokkinos, I; Panagiotaki, E; (2021) Synthesizing VERDICT maps from standard DWI data using GANs. In: Computational Diffusion MRI. (pp. pp. 58-67). Springer: Cham, Switzerland.

Cho, Y; (2021) Rethinking Eye-blink: Assessing Task Difficulty through Physiological Representation of Spontaneous Blinking. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. p. 721). ACM

Choi, C; Bansal, S; Münzenrieder, N; Subramanian, S; (2021) Fabricating and Assembling Acoustic Metamaterials and Phononic Crystals. Advanced Engineering Materials , 23 (2) , Article 2000988. 10.1002/adem.202000988.

Chong, N; Cook, B; Eidelman, J; Kallas, K; Khazem, K; Monteiro, FR; Schwartz-Narbonne, D; ... Tuttle, MR; + view all Chong, N; Cook, B; Eidelman, J; Kallas, K; Khazem, K; Monteiro, FR; Schwartz-Narbonne, D; Tasiran, S; Tautschnig, M; Tuttle, MR; - view fewer (2021) Code-level model checking in the software development workflow at Amazon Web Services. Software: Practice and Experience , 51 (4) pp. 772-797. 10.1002/spe.2949.

Chrétien, S; Guedj, B; (2021) Revisiting clustering as matrix factorisation on the Stiefel manifold. In: Nicosia, G and Ojha, V and La Malfa, E and Jansen, G and Sciacca, V and Pardalos, P and Giuffrida, G and Umeton, R, (eds.) Machine Learning, Optimization, and Data Science. LOD 2020. (pp. pp. 1-12). Springer: Cham, Switzerland.

Claesen, Juergen; Krishnamurthy, Srinath; Lau, Andy M; Economou, Anastassios; (2021) Moderated Test Statistics to Detect Differential Deuteration in Hydrogen/Deuterium Exchange Mass Spectrometry Experiments. Analytical Chemistry , 93 (49) pp. 16341-16349. 10.1021/acs.analchem.1c02346.

Clancy, NT; Soares, AS; Bano, S; Lovat, LB; Chand, M; Stoyanov, D; (2021) Intraoperative colon perfusion assessment using multispectral imaging. Biomedical Optics Express , 12 (12) pp. 7556-7567. 10.1364/BOE.435118.

Clausen, AN; Fercho, KA; Monsour, M; Disner, S; Salminen, L; Haswell, CC; Rubright, EC; ... Morey, RA; + view all Clausen, AN; Fercho, KA; Monsour, M; Disner, S; Salminen, L; Haswell, CC; Rubright, EC; Watts, AA; Buckley, MN; Maron-Katz, A; Sierk, A; Manthey, A; Suarez-Jimenez, B; Olatunji, BO; Averill, CL; Hofmann, D; Veltman, DJ; Olson, EA; Li, G; Forster, GL; Walter, H; Fitzgerald, J; Théberge, J; Simons, JS; Bomyea, JA; Frijling, JL; Krystal, JH; Baker, JT; Phan, KL; Ressler, K; Han, LKM; Nawijn, L; Lebois, LAM; Schmaal, L; Densmore, M; Shenton, ME; van Zuiden, M; Stein, M; Fani, N; Simons, RM; Neufeld, RWJ; Lanius, R; van Rooij, S; Koch, SBJ; Bonomo, S; Jovanovic, T; deRoon-Cassini, T; Ely, TD; Magnotta, VA; He, X; Abdallah, CG; Etkin, A; Schmahl, C; Larson, C; Rosso, IM; Blackford, JU; Stevens, JS; Daniels, JK; Herzog, J; Kaufman, ML; Olff, M; Davidson, RJ; Sponheim, SR; Mueller, SC; Straube, T; Zhu, X; Neria, Y; Baugh, LA; Cole, JH; Thompson, PM; Morey, RA; - view fewer (2021) Assessment of brain age in posttraumatic stress disorder: Findings from the ENIGMA PTSD and brain age working groups. Brain and Behavior , Article e2413. 10.1002/brb3.2413. (In press).

Clinton, L; Bausch, J; Cubitt, T; (2021) Hamiltonian simulation algorithms for near-term quantum hardware. Nature Communications , 12 , Article 4989. 10.1038/s41467-021-25196-0.

Cohen, Samuel; Terenin, Alexander; Pitcan, Yannik; Amos, Brandon; Deisenroth, Marc Peter; Kumar, KS Sesh; (2021) Sliced Multi-Marginal Optimal Transport. ArXiv

Cohen, S; Luise, G; Terenin, A; Amos, B; Deisenroth, MP; (2021) Aligning Time Series on Incomparable Spaces. In: Banerjee, A and Fukumizu, K, (eds.) Proceedings of the 24th International Conference on Artificial Intelligence and Statistics. (pp. pp. 1036-1044). PMLR

Cohen, S; Mbuvha, R; Marwala, T; Deisenroth, MP; (2021) Healing Products of Gaussian Process Experts. In: Proceedings of the 37th International Conference on Machine Learning. (pp. pp. 2068-2077). PMLR

Cohen, S; Mbuvha, R; Marwala, T; Deisenroth, MP; (2021) Healing Products of Gaussian Processes. In: (Proceedings) Proceedings of the 37th International Conference on Machine Learning. (pp. pp. 2068-2077). PMLR

Cohen-Addad, V; Guedj, B; Kanade, V; Rom, G; (2021) Online k-means Clustering. In: Banerjee, A and Fukumizu, K, (eds.) Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. (pp. pp. 1126-1134). Proceedings of Machine Learning Research (PMLR): Virtual conference.

Colleoni, E; Stoyanov, D; (2021) Robotic instrument segmentation with image-to-image translation. IEEE Robotics and Automation Letters 10.1109/lra.2021.3056354. (In press).

Collins, GJ; (2021) Redesigning a Postgraduate Software Engineering Module to Increase Engagement. In: Proceedings of the 44th International Convention on Information, Communication and Electronic Technology (MIPRO). (pp. pp. 1524-1529). Institute of Electrical and Electronics Engineers (IEEE)

Constantinides, G; Dahlqvist, F; Rakamaric, Z; Salvia, R; (2021) Rigorous Roundoff Error Analysis of Probabilistic Floating-Point Computations. In: Silva, A and Leino, KRM, (eds.) (Proceedings) 33rd International Conference on Computer-Aided Verification (CAV). (pp. pp. 626-650). Springer

Cornelio, P; Velasco, C; Obrist, M; (2021) Multisensory Integration as per Technological Advances: A Review. Frontiers in Neuroscience , 15 , Article 652611. 10.3389/fnins.2021.652611.

Costa, D; Martins, MA; (2021) Non-dual modal operators as a basis for 4-valued accessibility relations in Hybrid logic. Journal of Logical and Algebraic Methods in Programming , 121 , Article 100679. 10.1016/j.jlamp.2021.100679.

Costi, L; Thuruthel, TG; Iida, F; (2021) Topological study on the design of soft strain sensors for simultaneous multi-point contact localization. In: Proceedings of the IEEE 4th International Conference on Soft Robotics, RoboSoft 2021. (pp. pp. 555-558). Institute of Electrical and Electronics Engineers (IEEE)

Courtois, NT; (2021) A nonlinear invariant attack on T-310 with the original Boolean function. Cryptologia , 45 (2) pp. 178-192. 10.1080/01611194.2020.1736207.

Courtois, NT; Quisquater, JJ; (2021) Can a Differential Attack Work for an Arbitrarily Large Number of Rounds? In: Hong, D, (ed.) Information Security and Cryptology – ICISC 2020. ICISC 2020. (pp. pp. 157-181). Springer: Cham, Switzerland.

Cuba, W; Rodriguez-Martinez, A; Chavez, DA; Caccioli, F; Martinez-Jaramillo, S; (2021) A network characterization of the interbank exposures in Peru. Latin American Journal of Central Banking , 2 (3) , Article 100035. 10.1016/j.latcb.2021.100035.

Cushnan, D; Berka, R; Bertolli, O; Williams, P; Schofield, D; Joshi, I; Favaro, A; ... Jacob, J; + view all Cushnan, D; Berka, R; Bertolli, O; Williams, P; Schofield, D; Joshi, I; Favaro, A; Halling-Brown, M; Imreh, G; Jefferson, E; Sebire, NJ; Reilly, G; Rodrigues, JCL; Robinson, G; Copley, S; Malik, R; Bloomfield, C; Gleeson, F; Crotty, M; Denton, E; Dickson, J; Leeming, G; Hardwick, HE; Baillie, K; Openshaw, PJM; Semple, MG; Rubin, C; Howlett, A; Rockall, AG; Bhayat, A; Fascia, D; Sudlow, C; Jacob, J; - view fewer (2021) Towards nationally curated data archives for clinical radiology image analysis at scale: Learnings from national data collection in response to a pandemic. Digital Health , 7 10.1177/20552076211048654.

D

D'Ettorre, C; Mariani, A; Stilli, A; Rodriguez y Baena, F; Valdastri, P; Deguet, A; Kazanzides, P; ... Stoyanov, D; + view all D'Ettorre, C; Mariani, A; Stilli, A; Rodriguez y Baena, F; Valdastri, P; Deguet, A; Kazanzides, P; Taylor, RH; Fischer, GS; DiMaio, SP; Menciassi, A; Stoyanov, D; - view fewer (2021) Accelerating Surgical Robotics Research: A Review of 10 Years With the da Vinci Research Kit. IEEE Robotics and Automation Magazine 10.1109/MRA.2021.3101646. (In press).

D'Ettorre, C; Stilli, A; Dwyer, G; Tran, M; Stoyanov, D; (2021) Autonomous pick-and-place using the dVRK. International Journal of Computer Assisted Radiology and Surgery 10.1007/s11548-021-02397-y. (In press).

Dafoe, A; Bachrach, Y; Hadfield, G; Horvitz, E; Larson, K; Graepel, T; (2021) Cooperative AI: machines must learn to find common ground. Nature , 593 (7857) pp. 33-36. 10.1038/d41586-021-01170-0.

Dahlqvist, Fredrik; Schmid, Todd; (2021) How to write a coequation. In: Proceedings of the 9th Conference on Algebra and Coalgebra in Computer Science (CALCO 2021). Coalgebra: Salzburg, Austria.

Dai, X; Lin, J; Zhang, W; Li, S; Liu, W; Tang, R; He, X; ... Yu, Y; + view all Dai, X; Lin, J; Zhang, W; Li, S; Liu, W; Tang, R; He, X; Hao, J; Wang, J; Yu, Y; - view fewer (2021) An adversarial imitation click model for information retrieval. In: WWW '21: Proceedings of the Web Conference 2021. (pp. pp. 1809-1820). Association for Computing Machinery

Danemayer, J; Boggs, D; Polack, S; Smith, EM; Ramos, VD; Battistella, LR; Holloway, C; (2021) Measuring assistive technology supply and demand: A scoping review. Assistive Technology , 33 pp. 35-49. 10.1080/10400435.2021.1957039.

Danilovich, T; van de Sande, M; Plane, JMC; Millar, TJ; Royer, P; Amor, MA; Hammami, K; ... Zijlstra, A; + view all Danilovich, T; van de Sande, M; Plane, JMC; Millar, TJ; Royer, P; Amor, MA; Hammami, K; Decock, L; Gottlieb, CA; Decin, L; Richards, AMS; De Beck, E; Baudry, A; Bolte, J; Cannon, E; De Ceuster, F; de Koter, A; Etoka, S; Gobrecht, D; Gray, M; Herpin, F; Homan, W; Jeste, M; Kervella, P; Khouri, T; Lagadec, E; Maes, S; Malfait, J; McDonald, I; Menten, KM; Montarges, M; Mueller, HSP; Pimpanuwat, B; Sahai, R; Wallstroem, SHJ; Waters, LBFM; Wong, KT; Yates, J; Zijlstra, A; - view fewer (2021) ATOMIUM: halide molecules around the S-type AGB star W Aquilae. Astronomy & Astrophysics , 655 , Article A80. 10.1051/0004-6361/202141757.

Darvariu, V-A; Hailes, S; Musolesi, M; (2021) Goal-directed graph construction using reinforcement learning. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences , 477 (2254) , Article 20210168. 10.1098/rspa.2021.0168.

Darvariu, V-A; Hailes, S; Musolesi, M; (2021) Solving Graph-based Public Good Games with Tree Search and Imitation Learning. In: Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021). NeurIPS (Neural Information Processing Systems)

Datta Burton, S; Kieslich, K; Paul, KT; Samuel, G; Prainsack, B; (2021) Rethinking value construction in biomedicine and healthcare. BioSocieties 10.1057/s41292-020-00220-6. (In press).

Datta Burton, S; Mahfoud, T; Aicardi, C; Rose, N; (2021) Clinical translation of computational brain models: understanding the salience of trust in clinician–researcher relationships. Interdisciplinary Science Reviews , 46 (1-2) pp. 138-157. 10.1080/03080188.2020.1840223.

Datta Burton, S; Tanczer, LM; Vasudevan, S; Hailes, S; Carr, M; (2021) The UK Code of Practice for Consumer IoT Cybersecurity: where we are and what next. Department for Digital, Culture, Media & Sport: London, UK.

de Almeida Martins, JP; Nilsson, M; Lampinen, B; Palombo, M; While, PT; Westin, C-F; Szczepankiewicz, F; (2021) Neural networks for parameter estimation in microstructural MRI: Application to a diffusion-relaxation model of white matter. NeuroImage , 244 , Article 118601. 10.1016/j.neuroimage.2021.118601.

De Cristofaro, E; (2021) A Critical Overview of Privacy in Machine Learning. IEEE Security and Privacy , 19 (4) pp. 19-27. 10.1109/MSEC.2021.3076443.

De Luca, A; Ianus, A; Leemans, A; Palombo, M; Shemesh, N; Zhang, H; Alexander, DC; ... Schilling, KG; + view all De Luca, A; Ianus, A; Leemans, A; Palombo, M; Shemesh, N; Zhang, H; Alexander, DC; Nilsson, M; Froeling, M; Biessels, G-J; Zucchelli, M; Frigo, M; Albay, E; Sedlar, S; Alimi, A; Deslauriers-Gauthier, S; Deriche, R; Fick, R; Afzali, M; Pieciak, T; Bogusz, F; Aja-Fernández, S; Özarslan, E; Jones, DK; Chen, H; Jin, M; Zhang, Z; Wang, F; Nath, V; Parvathaneni, P; Morez, J; Sijbers, J; Jeurissen, B; Fadnavis, S; Endres, S; Rokem, A; Garyfallidis, E; Sanchez, I; Prchkovska, V; Rodrigues, P; Landman, BA; Schilling, KG; - view fewer (2021) On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: chronicles of the MEMENTO challenge. Neuroimage , 240 , Article 118367. 10.1016/j.neuroimage.2021.118367.

de Vassimon Manela, D; Errington, D; Fisher, T; van Breugel, B; Minervini, P; (2021) Stereotype and skew: Quantifying gender bias in pre-trained and fine-tuned language models. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. (pp. pp. 2232-2242). Association for Computational Linguistics

Dekker, I; Schoonheim, MM; Venkatraghavan, V; Eijlers, AJC; Brouwer, I; Bron, EE; Klein, S; ... Wottschel, V; + view all Dekker, I; Schoonheim, MM; Venkatraghavan, V; Eijlers, AJC; Brouwer, I; Bron, EE; Klein, S; Wattjes, MP; Wink, AM; Geurts, JJG; Uitdehaag, BMJ; Oxtoby, NP; Alexander, DC; Vrenken, H; Killestein, J; Barkhof, F; Wottschel, V; - view fewer (2021) The sequence of structural, functional and cognitive changes in multiple sclerosis. Neuroimage Clinical , 29 , Article 102550. 10.1016/j.nicl.2020.102550.

Demjaha, A; Parkin, S; Pym, D; (2021) You've left me no choices: Security economics to inform behaviour intervention support in organizations. In: Groß, Thomas, and Theo, Tryfonas, (eds.) Socio-Technical Aspects in Security and Trust. STAST 2019. Lecture Notes in Computer Science, vol 11739. (pp. pp. 66-86). Springer, Cham: Luxembourg City, Luxembourg.

Denevi, G; Pontil, M; Ciliberto, C; (2021) Conditional Meta-Learning of Linear Representations. arXiv.org

Deng, J; Wang, Y; Velasco, C; Altarriba Altarriba Bertran, F; Comber, R; Obrist, M; Isbister, K; ... Mueller, FF; + view all Deng, J; Wang, Y; Velasco, C; Altarriba Altarriba Bertran, F; Comber, R; Obrist, M; Isbister, K; Spence, C; Mueller, FF; - view fewer (2021) The Future of Human-Food Interaction. In: CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. ACM Press: New York, NY, USA.

Derby, C; Klassen, J; Bausch, J; Cubitt, T; (2021) Compact fermion to qubit mappings. Physical Review B , 104 (3) , Article 035118. 10.1103/physrevb.104.035118.

Dhanjan, J; Steed, A; (2021) Revisiting the Scene-Graph-as-Bus Concept: Inter-networking Heterogeneous Applications Using glTF Fragments. In: 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). (pp. pp. 342-346). IEEE: Lisbon, Portugal.

Di Sciacca, G; Di Sieno, L; Farina, A; Lanka, P; Venturini, E; Panizza, P; Dalla Mora, A; ... Arridge, SR; + view all Di Sciacca, G; Di Sieno, L; Farina, A; Lanka, P; Venturini, E; Panizza, P; Dalla Mora, A; Pifferi, A; Taroni, P; Arridge, SR; - view fewer (2021) Enhanced diffuse optical tomographic reconstruction using concurrent ultrasound information. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences , 379 (2204) , Article 20200195. 10.1098/rsta.2020.0195.

Dimitrakakis, E; Dwyer, G; Lindenroth, L; Giataganas, P; Dorward, NL; Marcus, HJ; Stoyanov, D; (2021) A spherical joint robotic end-effector for the Expanded Endoscopic Endonasal Approach. Journal of Medical Robotics Research , 5 (3&4) , Article 2150002. 10.1142/s2424905x21500021.

Dimitrakakis, E; Lindenroth, L; Dwyer, G; Aylmore, H; Dorward, NL; Marcus, HJ; Stoyanov, D; (2021) An intuitive surgical handle design for robotic neurosurgery. International Journal of Computer Assisted Radiology and Surgery 10.1007/s11548-021-02402-4. (In press).

Doerfler, P; Forte, A; De Cristofaro, E; Stringhini, G; Blackburn, J; McCoy, D; (2021) "I'm a Professor, which isn't usually a dangerous job": Internet-facilitated Harassment and Its Impact on Researchers. Proceedings of the ACM on Human-Computer Interaction , 5 (2) , Article 341. 10.1145/3476082.

Dogan, MD; Acevedo Colon, SV; Sinha, V; Akşit, K; Mueller, S; (2021) SensiCut: Material-Aware Laser Cutting Using Speckle Sensing and Deep Learning. In: UIST '21: The 34th Annual ACM Symposium on User Interface Software and Technology. (pp. pp. 24-38). ACM

Dolga, R; Treleaven, P; Denny, MT; (2021) Machine Understandable Contracts with Deep Learning. In: 2020 International Conference on Computational Science and Computational Intelligence (CSCI). (pp. pp. 551-557). IEEE

Dozio, N; Maggioni, E; Pittera, D; Gallace, A; Obrist, M; (2021) May I Smell Your Attention: Exploration of Smell and Sound for Visuospatial Attention in Virtual Reality. Frontiers in Psychology , 12 , Article 671470. 10.3389/fpsyg.2021.671470.

Drobnjak, I; Neher, P; Poupon, C; Sarwar, T; (2021) Physical and digital phantoms for validating tractography and assessing artifacts. Neuroimage , 245 , Article 118704. 10.1016/j.neuroimage.2021.118704.

Dromey, BP; Peebles, DM; Stoyanov, DV; (2021) A Systematic Review and Meta-analysis of the Use of High-Fidelity Simulation in Obstetric Ultrasound. Simulation in Healthcare , 16 (1) pp. 52-59. 10.1097/SIH.0000000000000485.

Du, Yali; Yan, Xue; Chen, Xu; Wang, Jun; Zhang, Haifeng; (2021) Estimating α-Rank from A Few Entries with Low Rank Matrix Completion. In: Meila, Marina and Zhang, Tong, (eds.) Proceedings of the 38th International Conference on Machine Learning. Proceedings of Machine Learning Research (PMLR): Virtual conference.

Dutordoir, V; Salimbeni, H; Hambro, E; McLeod, J; Leibfried, F; Artemev, A; Wilk, MVD; ... John, ST; + view all Dutordoir, V; Salimbeni, H; Hambro, E; McLeod, J; Leibfried, F; Artemev, A; Wilk, MVD; Hensman, J; Deisenroth, MP; John, ST; - view fewer (2021) GPflux: A Library for Deep Gaussian Processes. ArXiv

Dwyer, G; Alles, EJ; Colchester, RJ; Iyengar, K; E Desjardins, A; Stoyanov, D; (2021) Robot-assisted Optical Ultrasound Scanning. IEEE Transactions on Medical Robotics and Bionics , 3 (4) pp. 948-958. 10.1109/TMRB.2021.3118293.

Dymel, F; Kordus, M; Yasin, I; Verhey, J; (2021) A notched-noise precursor affects both diotic and dichotic notched-noise masking. Acta Acustica , 5 , Article 43. 10.1051/aacus/2021035.

E

Edwards, PJ; Colleoni, E; Sridhar, A; Kelly, JD; Stoyanov, D; (2021) Visual kinematic force estimation in robot-assisted surgery – application to knot tying. Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization , 9 (4) pp. 414-420. 10.1080/21681163.2020.1833368.

Egrot, ROB; Hirsch, ROBIN; (2021) FIRST-ORDER AXIOMATISATIONS of REPRESENTABLE RELATION ALGEBRAS NEED FORMULAS of UNBOUNDED QUANTIFIER DEPTH. Journal of Symbolic Logic 10.1017/jsl.2021.88. (In press).

Elek, O; Zhang, R; Sumin, D; Myszkowski, K; Bickel, B; Wilkie, A; Křivánek, J; Elek, O; Zhang, R; Sumin, D; Myszkowski, K; Bickel, B; Wilkie, A; Křivánek, J; Weyrich, T; - view fewer (2021) Robust and practical measurement of volume transport parameters in solid photo-polymer materials for 3D printing. Optics Express , 29 (5) pp. 7568-7588. 10.1364/OE.406095.

Eom, C; Kaizoji, T; Livan, G; Scalas, E; (2021) Limitations of portfolio diversification through fat tails of the return Distributions: Some empirical evidence. The North American Journal of Economics and Finance , 56 , Article 101358. 10.1016/j.najef.2020.101358.

Epstein, SC; Bray, TJP; Hall-Craggs, MA; Zhang, H; (2021) Task-driven assessment of experimental designs in diffusion MRI: A computational framework. PLoS One , 16 (10) , Article e0258442. 10.1371/journal.pone.0258442.

Eshaghi, A; Young, A; Wijeratne, PA; Prados, F; Arnold, DL; Narayanan, S; Guttmann, CRG; ... Ciccarelli, O; + view all Eshaghi, A; Young, A; Wijeratne, PA; Prados, F; Arnold, DL; Narayanan, S; Guttmann, CRG; Barkhof, F; Alexander, DC; Thompson, AJ; Chard, DT; Ciccarelli, O; - view fewer (2021) Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data. Nature Communications , 12 , Article 2078. 10.1038/s41467-021-22265-2.

Evans, C; Wang, Y; (2021) Are Captions in Video Tutorials a Bad Idea? In: Proceedings of The 4th International Conference on Research in Education, 2021. (pp. pp. 46-54). Diamond Scientific Publishing: Nice, France.

F

Fang, F; Chung, W; Ventre, C; Basios, M; Kanthan, L; Li, L; Wu, F; (2021) Ascertaining price formation in cryptocurrency markets with machine learning. The European Journal of Finance 10.1080/1351847X.2021.1908390.

Fasseas, MK; Grover, M; Drury, F; Essmann, CL; Kaulich, E; Schafer, WR; Barkoulas, M; (2021) Chemosensory Neurons Modulate the Response to Oomycete Recognition in Caenorhabditis elegans. Cell Reports , 34 (2) , Article 108604. 10.1016/j.celrep.2020.108604.

Fender, A; Martinez Plasencia, D; Subramanian, S; (2021) ArticuLev: An Integrated Self-Assembly Pipeline for Articulated Multi-Bead Levitation Primitives. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. pp. 1-12). ACM

Feng, X; Chen, C; Li, D; Zhao, M; Hao, J; Wang, J; (2021) CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation. In: International Conference on Information and Knowledge Management, Proceedings. (pp. pp. 484-493). ACM: Association for Computing Machinery: New York, NY, United States.

Feng, X; Slumbers, O; Wan, Z; Liu, B; McAleer, S; Wen, Y; Wang, J; Feng, X; Slumbers, O; Wan, Z; Liu, B; McAleer, S; Wen, Y; Wang, J; Yang, Y; - view fewer (2021) Neural Auto-Curricula in Two-Player Zero-Sum Games. In: Advances in Neural Information Processing Systems. (pp. pp. 3504-3517).

Ferreira, T; Brewton, H; D'Antoni, L; Silva, A; (2021) Prognosis: Closed-box analysis of network protocol implementations. In: SIGCOMM '21: Proceedings of the 2021 ACM SIGCOMM 2021 Conference. (pp. pp. 762-774). ACM Press: New York, NY, USA.

Ferreira, F; Akram, H; Ashburner, J; Zrinzo, L; Zhang, H; Lambert, C; (2021) Ventralis intermedius nucleus anatomical variability assessment by MRI structural connectivity. NeuroImage , Article 118231. 10.1016/j.neuroimage.2021.118231.

Ferreira Torres, C; Iannillo, AK; Gervais, A; State, R; (2021) The Eye of Horus: Spotting and Analyzing Attacks on Ethereum Smart Contracts. In: International Conference on Financial Cryptography and Data Security FC 2021: Financial Cryptography and Data Security. (pp. pp. 33-52). Springer, Cham

Fiford, CM; Sudre, CH; Young, AL; Macdougall, A; Nicholas, J; Manning, EN; Malone, IB; ... Alzheimer’s Disease Neuroimaging Initiative, .; + view all Fiford, CM; Sudre, CH; Young, AL; Macdougall, A; Nicholas, J; Manning, EN; Malone, IB; Walsh, P; Goodkin, O; Pemberton, HG; Barkhof, F; Alexander, DC; Cardoso, MJ; Biessels, GJ; Barnes, J; Alzheimer’s Disease Neuroimaging Initiative, .; - view fewer (2021) Presumed small vessel disease, imaging and cognition markers in the Alzheimer's Disease Neuroimaging Initiative. Brain Communications , 3 (4) , Article fcab226. 10.1093/braincomms/fcab226.

Fiorentino, S; Bartolucci, S; (2021) Blockchain-based smart contracts as new governance tools for the sharing economy. Cities , 117 , Article 103325. 10.1016/j.cities.2021.103325.

Fisch, L; Leenings, R; Winter, NR; Dannlowski, U; Gaser, C; Cole, JH; Hahn, T; (2021) Editorial: Predicting Chronological Age From Structural Neuroimaging: The Predictive Analytics Competition 2019. Frontiers in Psychiatry , 12 , Article 710932. 10.3389/fpsyt.2021.710932.

Foret, JT; Dekhtyar, M; Cole, JH; Gourley, DD; Caillaud, M; Tanaka, H; Haley, AP; (2021) Network Modeling Sex Differences in Brain Integrity and Metabolic Health. Frontiers in Aging Neuroscience , 13 , Article 691691. 10.3389/fnagi.2021.691691.

Foschini, Luigi; Lister, Matthew L; Anton, Sonia; Berton, Marco; Ciroi, Stefano; Marcha, Maria JM; Tornikoski, Merja; ... Dalla Bonta, Elena; + view all Foschini, Luigi; Lister, Matthew L; Anton, Sonia; Berton, Marco; Ciroi, Stefano; Marcha, Maria JM; Tornikoski, Merja; Jarvela, Emilia; Romano, Patrizia; Vercellone, Stefano; Dalla Bonta, Elena; - view fewer (2021) A New Sample of Gamma-Ray Emitting Jetted Active Galactic Nuclei—Preliminary Results. Universe , 7 (10) , Article 372. 10.3390/universe7100372.

Franceschi, Luca; (2021) A Unified Framework for Gradient-based Hyperparameter Optimization and Meta-learning. Doctoral thesis (Ph.D), UCL (University College London).

Fricke, D; Fricke, C; (2021) Vulnerable Asset Management? The Case of Mutual Funds. Journal of Financial Stability , 52 , Article 100800. 10.1016/j.jfs.2020.100800.

Friston, SJ; Congdon, BJ; Swapp, D; Izzouzi, L; Brandstätter, K; Archer, D; Olkkonen, O; ... Steed, A; + view all Friston, SJ; Congdon, BJ; Swapp, D; Izzouzi, L; Brandstätter, K; Archer, D; Olkkonen, O; Thiel, FJ; Steed, A; - view fewer (2021) Ubiq: A System to Build Flexible Social Virtual Reality Experiences. In: Proceedings of the 27th ACM Symposium on Virtual Reality Software and Technology. ACM: New York, NY, USA.

Friston, S; Griffith, E; Swapp, D; Irondi, C; Jjunju, F; Ward, R; Marshall, A; Friston, S; Griffith, E; Swapp, D; Irondi, C; Jjunju, F; Ward, R; Marshall, A; Steed, A; - view fewer (2021) Quality of Service Impact on Edge Physics Simulations for VR. IEEE Transactions on Visualization and Computer Graphics 10.1109/TVCG.2021.3067757. (In press).

Friston, SJ; Griffith, E; Swapp, D; Julier, S; Irondi, IC; Jjunju, F; Ward, R; ... Steed, A; + view all Friston, SJ; Griffith, E; Swapp, D; Julier, S; Irondi, IC; Jjunju, F; Ward, R; Marshall, A; Steed, A; - view fewer (2021) Consensus Based Networking of Distributed Virtual Environments. IEEE Transactions on Visualization and Computer Graphics 10.1109/tvcg.2021.3052580. (In press).

G

Gallacher, S; Wilson, D; Fairbrass, A; Turmukhambetov, D; Mac Aodha, O; Kreitmayer, S; Firman, M; ... Jones, K; + view all Gallacher, S; Wilson, D; Fairbrass, A; Turmukhambetov, D; Mac Aodha, O; Kreitmayer, S; Firman, M; Brostow, G; Jones, K; - view fewer (2021) Shazam For Bats: Internet of Things for Continuous Real-Time Biodiversity Monitoring. IET Smart Cities , 3 (3) pp. 171-183. 10.1049/smc2.12016.

Gandal, N; Hamrick, JT; Moore, T; Vasek, M; (2021) The rise and fall of cryptocurrency coins and tokens. Decisions in Economics and Finance , 44 pp. 981-1014. 10.1007/s10203-021-00329-8.

Ganepola, T; Lee, Y; Alexander, DC; Sereno, MI; Nagy, Z; (2021) Multiple b-values improve discrimination of cortical gray matter regions using diffusion MRI: an experimental validation with a data-driven approach. Magnetic Resonance Materials in Physics, Biology and Medicine 10.1007/s10334-021-00914-3. (In press).

Gao, C; Zeng, J; Sarro, F; Lo, D; King, I; Lyu, MR; (2021) Do users care about ad's performance costs? Exploring the effects of the performance costs of in-app ads on user experience. Information and Software Technology , 132 , Article 106471. 10.1016/j.infsof.2020.106471.

Gao, S; Handley, M; Vissicchio, S; (2021) Stats 101 in P4: Towards In-Switch Anomaly Detection. In: HotNets '21: Proceedings of the Twentieth ACM Workshop on Hot Topics in Networks. (pp. pp. 84-90). ACM: Virtual Event, United Kingdom.

García-Peraza-Herrera, LC; Fidon, L; D'Ettorre, C; Stoyanov, D; Vercauteren, T; Ourselin, S; (2021) Image Compositing for Segmentation of Surgical Tools Without Manual Annotations. IEEE Transactions on Medical Imaging , 40 (5) pp. 1450-1460. 10.1109/TMI.2021.3057884.

Gardner, E; Mole, SE; (2021) The Genetic Basis of Phenotypic Heterogeneity in the Neuronal Ceroid Lipofuscinoses. Frontiers in Neurology , 12 , Article 754045. 10.3389/fneur.2021.754045.

Gau, Rémi; Noble, Stephanie; Heuer, Katja; Bottenhorn, Katherine L; Bilgin, Isil P; Yang, Yu-Fang; Huntenburg, Julia M; ... The Brainhack Community; + view all Gau, Rémi; Noble, Stephanie; Heuer, Katja; Bottenhorn, Katherine L; Bilgin, Isil P; Yang, Yu-Fang; Huntenburg, Julia M; Bayer, Johanna MM; Bethlehem, Richard AI; Rhoads, Shawn A; Vogelbacher, Christoph; Borghesani, Valentina; Levitis, Elizabeth; Wang, Hao-Ting; Van den Bossche, Sofie; Kobeleva, Xenia; Legarreta, Jon Haitz; Guay, Samuel; Atay, Selim Melvin; Varoquaux, Gael P; Huijser, Dorien C; Sandstrom, Malin S; Herholz, Peer; Nastase, Samuel A; Badhwar, AmanPreet; Dumas, Guillaume; Schwab, Simon; Moia, Stefano; Dayan, Michael; Bassil, Yasmine; Brooks, Paula P; Mancini, Matteo; Shine, James M; O'Connor, David; Xie, Xihe; Poggiali, Davide; Friedrich, Patrick; Heinsfeld, Anibal S; Riedl, Lydia; Toro, Roberto; Caballero-Gaudes, César; Eklund, Anders; Garner, Kelly G; Nolan, Christopher R; Demeter, Damion V; Barrios, Fernando A; Merchant, Junaid S; McDevitt, Elizabeth A; Oostenveld, Robert; Craddock, R Cameron; Rokem, Ariel; Doyle, Andrew; Ghosh, Satrajit S; Nikolaidis, Aki; Stanley, Olivia W; Urunuela, Eneko; The Brainhack Community; - view fewer (2021) Brainhack: Developing a culture of open, inclusive, community-driven neuroscience. Neuron , 109 (11) pp. 1769-1775. 10.1016/j.neuron.2021.04.001.

Gaudelet, Thomas; (2021) Integration of multi-scale protein interactions for biomedical data analysis. Doctoral thesis (Ph.D), UCL (University College London).

Gaujac, B; Feige, I; Barber, D; (2021) Improving Gaussian mixture latent variable model convergence with Optimal Transport. In: Proceedings of Machine Learning Research (PMLR). (pp. pp. 737-752). MLResearch Press

Gaujac, B; Feige, I; Barber, D; (2021) Learning Disentangled Representations with the Wasserstein Autoencoder. In: Machine Learning and Knowledge Discovery in Databases. Research Track. (pp. pp. 69-84). Springer: Switzerland, Cham.

Geismar, C; Fragaszy, E; Nguyen, V; Fong, WLE; Shrotri, M; Beale, S; Rodger, A; ... Hayward, A; + view all Geismar, C; Fragaszy, E; Nguyen, V; Fong, WLE; Shrotri, M; Beale, S; Rodger, A; Lampos, V; Byrne, T; Kovar, J; Navaratnam, AMD; Patel, P; Aldridge, RW; Hayward, A; - view fewer (2021) Serial interval of COVID-19 and the effect of Variant B.1.1.7: Analyses from prospective community cohort study (Virus Watch). Wellcome Open Research , 6 , Article 224. 10.12688/wellcomeopenres.16974.1.

Geismar, C; Fragaszy, E; Nguyen, V; Fong, WLE; Shrotri, M; Beale, S; Rodger, A; ... Virus Watch Collaborative; + view all Geismar, C; Fragaszy, E; Nguyen, V; Fong, WLE; Shrotri, M; Beale, S; Rodger, A; Lampos, V; Byrne, T; Kovar, J; Navaratnam, AMD; Patel, P; Aldridge, RW; Hayward, A; Virus Watch Collaborative; - view fewer (2021) Household serial interval of COVID-19 and the effect of Variant B.1.1.7: analyses from prospective community cohort study (Virus Watch) [version 2; peer review: 2 approved]. Wellcome Open Research , 6 , Article 224. 10.12688/wellcomeopenres.16974.2.

Genc, S; Chamberland, M; Koller, K; Tax, CMW; Zhang, H; Palombo, M; Jones, DK; (2021) Repeatability of Soma and Neurite Metrics in Cortical and Subcortical Grey Matter. In: Gyori, N and Hutter, J and Nath, V and Palombo, M and Pizzolato, M and Zhang, F, (eds.) Computational Diffusion MRI. Mathematics and Visualization. (pp. 135-145). Springer: Cham, Switzerland.

Genovese, G; Palombo, M; Santin, MD; Valette, J; Ligneul, C; Aigrot, M-S; Abdoulkader, N; ... Branzoli, F; + view all Genovese, G; Palombo, M; Santin, MD; Valette, J; Ligneul, C; Aigrot, M-S; Abdoulkader, N; Langui, D; Millecamps, A; Baron-Van Evercooren, A; Stankoff, B; Lehericy, S; Petiet, A; Branzoli, F; - view fewer (2021) Inflammation‐driven glial alterations in the cuprizone mouse model probed with diffusion‐weighted magnetic resonance spectroscopy at 11.7 T. NMR in Biomedicine , 34 (4) , Article e4480. 10.1002/nbm.4480.

George Thuruthel, T; Bosman, AW; Hughes, J; Iida, F; (2021) Soft self-healing fluidic tactile sensors with damage detection and localization abilities. Sensors , 21 (24) , Article 8284. 10.3390/s21248284.

Georgiou, Nicola; (2021) Uncertainty in Forensic Science: Conceptualisation, Evaluation and Communication. Doctoral thesis (Ph.D), UCL (University College London).

Germano, Guido; Phelan, Carolyn E; Marazzina, Daniele; Fusai, Gianluca; (2021) Solution of Wiener-Hopf and Fredholm integral equations by fast Hilbert and Fourier transforms. ArXiv: Ithaca, NY, USA.

Ghazaleh, N; Houghton, R; Palermo, G; Schobel, SA; Wijeratne, PA; Long, JD; (2021) Ranking the Predictive Power of Clinical and Biological Features Associated With Disease Progression in Huntington's Disease. Frontiers in Neurology , 12 , Article 678484. 10.3389/fneur.2021.678484.

Gheorghiu, A; Marin, S; (2021) Focused Proof-search in the Logic of Bunched Implications. In: Foundations of Software Science and Computation Structures. Springer: Cham, Switzerland.

Giannarakis, N; Silva, A; Walker, D; (2021) ProbNV: probabilistic verification of network control planes. In: Proceedings of the ACM on Programming Languages (PACMPL). (pp. 90.1-90.30). Association for Computing Machinery (ACM): New York, NY, United States.

Gigis, P; Calder, M; Manassakis, L; Nomikos, G; Kotronis, V; Dimitropoulos, X; Katz-Bassett, E; Gigis, P; Calder, M; Manassakis, L; Nomikos, G; Kotronis, V; Dimitropoulos, X; Katz-Bassett, E; Smaragdakis, G; - view fewer (2021) Seven years in the life of Hypergiants’ off-nets. In: (Proceedings) Proceedings of the 2021 ACM SIGCOMM 2021 Conference. ACM (In press).

Giovanidis, Anastasios; Baynat, Bruno; Magnien, Clémence; Vendeville, Antoine; (2021) Ranking Online Social Users by Their Influence. IEEE/ACM Transactions on Networking , 29 (5) pp. 2198-2214. 10.1109/tnet.2021.3085201.

Giunchi, D; Bovo, R; Charalambous, P; Liarokapis, F; Shipman, A; James, S; Steed, A; Giunchi, D; Bovo, R; Charalambous, P; Liarokapis, F; Shipman, A; James, S; Steed, A; Heinis, T; - view fewer (2021) Perceived Realism of Pedestrian Crowds Trajectories in VR. In: VRST '21: Proceedings of the 27th ACM Symposium on Virtual Reality Software and Technology. ACM: New York, NY, USA.

Giunchi, D; Sztrajman, A; James, S; Steed, A; (2021) Mixing Modalities of 3D Sketching and Speech for Interactive Model Retrieval in Virtual Reality. In: Proceedings of the IMX 2021. Association for Computing Machinery (ACM): New York, NY, USA.

Giunchi, Daniele; (2021) Application of Machine Learning within Visual Content Production. Doctoral thesis (Ph.D), UCL (University College London).

Gkikakis, A; Kanoulas, D; Featherstone, R; (2021) Autonomous Real Time Architecture for High Performance Mobile Robots. In: Proceedings of the 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE). (pp. pp. 841-46). Institute of Electrical and Electronics Engineers (IEEE): Lyon, France.

Gleichgerrcht, E; Munsell, BC; Alhusaini, S; Alvim, MKM; Bargalló, N; Bender, B; Bernasconi, A; ... Wiest, R; + view all Gleichgerrcht, E; Munsell, BC; Alhusaini, S; Alvim, MKM; Bargalló, N; Bender, B; Bernasconi, A; Bernasconi, N; Bernhardt, B; Blackmon, K; Caligiuri, ME; Cendes, F; Concha, L; Desmond, PM; Devinsky, O; Doherty, CP; Domin, M; Duncan, JS; Focke, NK; Gambardella, A; Gong, B; Guerrini, R; Hatton, SN; Kälviäinen, R; Keller, SS; Kochunov, P; Kotikalapudi, R; Kreilkamp, BAK; Labate, A; Langner, S; Larivière, S; Lenge, M; Lui, E; Martin, P; Mascalchi, M; Meletti, S; O'Brien, TJ; Pardoe, HR; Pariente, JC; Xian Rao, J; Richardson, MP; Rodríguez-Cruces, R; Rüber, T; Sinclair, B; Soltanian-Zadeh, H; Stein, DJ; Striano, P; Taylor, PN; Thomas, RH; Elisabetta Vaudano, A; Vivash, L; von Podewills, F; Vos, SB; Weber, B; Yao, Y; Lin Yasuda, C; Zhang, J; Thompson, PM; Sisodiya, SM; McDonald, CR; Bonilha, L; Altmann, A; Depondt, C; Galovic, M; Thomopoulos, SI; Wiest, R; - view fewer (2021) Artificial intelligence for classification of temporal lobe epilepsy with ROI-level MRI data: A worldwide ENIGMA-Epilepsy study. NeuroImage: Clinical , 31 , Article 102765 Available. 10.1016/j.nicl.2021.102765.

Glocker, Ben; Musolesi, Mirco; Richens, Jonathan; Uhler, Caroline; (2021) Causality in digital medicine. Nature Communications , 12 (1) , Article 5471. 10.1038/s41467-021-25743-9.

Goel, Hena; Wemyss, Thomas Alan; Harris, Tanya; Steinbach, Ingeborg; Stancliffe, Rachel; Cassels-Brown, Andrew; Thomas, Peter Benjamin Michael; Goel, Hena; Wemyss, Thomas Alan; Harris, Tanya; Steinbach, Ingeborg; Stancliffe, Rachel; Cassels-Brown, Andrew; Thomas, Peter Benjamin Michael; Thiel, Cassandra L; - view fewer (2021) Improving productivity, costs and environmental impact in International Eye Health Services: using the ‘Eyefficiency’ cataract surgical services auditing tool to assess the value of cataract surgical services. BMJ Open Ophthalmology , 6 (1) , Article e000642. 10.1136/bmjophth-2020-000642.

Gold, N; (2021) Virginia Dignum: Responsible Artificial Intelligence. Genetic Programming and Evolvable Machines , 22 pp. 137-139. 10.1007/s10710-020-09394-1.

Gong, T; Tong, Q; Li, Z; He, H; Zhang, H; Zhong, J; (2021) Deep learning‐based method for reducing residual motion effects in diffusion parameter estimation. Magnetic Resonance in Medicine , 85 (4) pp. 2278-2293. 10.1002/mrm.28544.

Gonzalez-Franco, M; Egan, Z; Peachey, M; Antley, A; Randhavane, T; Panda, P; Zhang, Y; ... Ofek, E; + view all Gonzalez-Franco, M; Egan, Z; Peachey, M; Antley, A; Randhavane, T; Panda, P; Zhang, Y; Wang, CY; Reilly, DF; Peck, TC; Won, AS; Steed, A; Ofek, E; - view fewer (2021) MoveBox: Democratizing MoCap for the Microsoft Rocketbox Avatar Library. In: Proceedings of the 2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). (pp. pp. 91-98). Institute of Electrical and Electronics Engineers (IEEE): Utrecht, Netherlands.

Goodel, G; Al-Nakib, HD; Tasca, P; (2021) A Digital Currency Architecture for Privacy and Owner-Custodianship. Russian Journal of Economics and Law , 15 (4) pp. 788-821. 10.21202/2782-2923.2021.4.788-821.

Goodell, Geoffrey; Al-Nakib, Hazem Danny; (2021) The Development of Central Bank Digital Currency in China: An Analysis. SSRN: Amsterdam, Netherlands.

Goodell, Geoffrey; Al-Nakib, Hazem Danny; Tasca, Paolo; (2021) A Digital Currency Architecture for Privacy and Owner-Custodianship. The Social Science Research Network (SSRN): Rochester, NY, USA.

Goodell, G; Al-Nakib, HD; Tasca, P; (2021) A Digital Currency Architecture for Privacy and Owner-Custodianship. Future Internet , 13 (5) , Article 130. 10.3390/fi13050130.

Goodkin, O; Prados, F; Vos, SB; Pemberton, H; Collorone, S; Hagens, MHJ; Cardoso, MJ; ... Barkhof, F; + view all Goodkin, O; Prados, F; Vos, SB; Pemberton, H; Collorone, S; Hagens, MHJ; Cardoso, MJ; Yousry, TA; Thornton, JS; Sudre, CH; Barkhof, F; - view fewer (2021) FLAIR-only joint volumetric analysis of brain lesions and atrophy in clinically isolated syndrome (CIS) suggestive of multiple sclerosis. NeuroImage: Clinical , 29 , Article 102542. 10.1016/j.nicl.2020.102542.

Gouk, Henry; Hospedales, Timothy M; Pontil, Massimiliano; (2021) Distance-Based Regularisation of Deep Networks for Fine-Tuning. In: Proceedings of the International Conference on Learning Representations ICLR 2021. ICLR

Gould, SJJ; Chuang, LL; Iacovides, I; Garaialde, D; Cecchinato, ME; Cowan, BR; Cox, AL; (2021) A Special Interest Group on Designed and Engineered Friction in Interaction. In: CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM): New York, NY, USA.

Graber, C; Tsai, G; Firman, M; Brostow, G; Schwing, A; (2021) Panoptic segmentation forecasting. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. (pp. pp. 12512-12521). IEEE: Nashville, TN, USA.

Grammatikopoulou, M; Flouty, E; Kadkhodamohammadi, A; Quellec, G; Chow, A; Nehme, J; Luengo, I; Grammatikopoulou, M; Flouty, E; Kadkhodamohammadi, A; Quellec, G; Chow, A; Nehme, J; Luengo, I; Stoyanov, D; - view fewer (2021) CaDIS: Cataract dataset for surgical RGB-image segmentation. Medical Image Analysis , 71 , Article 102053. 10.1016/j.media.2021.102053.

Granados, A; Han, Y; Lucena, O; Vakharia, V; Rodionov, R; Vos, SB; Miserocchi, A; ... Ourselin, S; + view all Granados, A; Han, Y; Lucena, O; Vakharia, V; Rodionov, R; Vos, SB; Miserocchi, A; McEvoy, AW; Duncan, JS; Sparks, R; Ourselin, S; - view fewer (2021) Patient-specific prediction of SEEG electrode bending for stereotactic neurosurgical planning. International Journal of Computer Assisted Radiology and Surgery 10.1007/s11548-021-02347-8. (In press).

Grazzi, Riccardo; Pontil, Massimiliano; Salzo, Saverio; (2021) Convergence Properties of Stochastic Hypergradients. In: Banerjee, Arindam and Fukumizu, Kenji, (eds.) Proceedings of The 24th International Conference on Artificial Intelligence and Statistics. (pp. pp. 3826-3834). PMLR 130

Greenberg, N; Weston, D; Hall, C; Caulfield, T; Williamson, V; Fong, K; (2021) Mental health of staff working in intensive care during COVID-19. Occupational Medicine , 71 (2) pp. 62-67. 10.1093/occmed/kqaa220.

Greener, JG; Jones, DT; (2021) Differentiable molecular simulation can learn all the parameters in a coarse-grained force field for proteins. PLOS ONE , 16 (9) , Article e0256990. 10.1371/journal.pone.0256990.

Grimwood, A; Ramalhinho, J; Baum, ZMC; Montaña-Brown, N; Johnson, GJ; Hu, Y; Clarkson, MJ; ... Bonmati, E; + view all Grimwood, A; Ramalhinho, J; Baum, ZMC; Montaña-Brown, N; Johnson, GJ; Hu, Y; Clarkson, MJ; Pereira, SP; Barratt, DC; Bonmati, E; - view fewer (2021) Endoscopic Ultrasound Image Synthesis Using a Cycle-Consistent Adversarial Network. In: Simplifying Medical Ultrasound. ASMUS 2021. (pp. pp. 169-178). Springer: Cham, Switzerland.

Grohe, M; Kaminski, BL; Katoen, JP; Lindner, P; (2021) Probabilistic Data with Continuous Distributions. SIGMOD Record , 50 (1) pp. 69-76. 10.1145/3471485.3471502.

Grosnit, Antoine; Cowen-Rivers, Alexander; Tutunov, Rasul; Griffiths, Ryan-Rhys; Wang, Jun; Bou-Ammar, Haitham; (2021) Are we Forgetting about Compositional Optimisers in Bayesian Optimisation? Journal of Machine Learning Research , 22 pp. 1-78.

Grussu, F; Blumberg, S; Battiston, M; Kakkar, L; Lin, H; Ianus, A; Schneider, T; ... Alexander, D; + view all Grussu, F; Blumberg, S; Battiston, M; Kakkar, L; Lin, H; Ianus, A; Schneider, T; Singh, S; Bourne, R; Punwani, S; Atkinson, D; Wheeler-Kingshott, C; Panagiotaki, E; Mertzanidou, T; Alexander, D; - view fewer (2021) Feasibility of data-driven, model-free quantitative MRI protocol design: application to brain and prostate diffusion-relaxation imaging. Frontiers in Physics , 9 , Article 752208. 10.3389/fphy.2021.752208.

Gu, T; Zanasi, F; (2021) Functorial semantics as a unifying perspective on logic programming. In: Proceedings of the 9th Conference on Algebra and Coalgebra in Computer Science (CALCO 2021). (pp. p. 17). Schloss Dagstuhl , Leibniz-Zentrum: Dagstuhl, Germany.

Gu, T; Zanasi, F; (2021) Coalgebraic Semantics for Probabilistic Logic Programming. Logical Methods in Computer Science , 17 (2) 2:1-2:35.

Guedj, B; Pujol, L; (2021) Still no free lunches: the price to pay for tighter PAC-Bayes bounds. Entropy , 23 (11) , Article 1529. 10.3390/e23111529.

Guizzo, G; Blot, A; Callan, J; Petke, J; Sarro, F; (2021) Refining Fitness Functions for Search-Based Automated Program Repair: A Case Study with ARJA and ARJA-e. In: Sarro, F and Deb, K, (eds.) SSBSE: International Symposium on Search Based Software Engineering. Springer: Cham, Switzerland.

Guizzo, G; Mariani, T; Vergilio, SR; Pozo, ATR; (2021) An Approach for the Generation of Multi-Objective Algorithms Applied to the Integration and Test Order Problem. Journal of Software Engineering Research and Development , 9 pp. 1-18. 10.5753/jserd.2021.816.

Guizzo, G; Petke, J; Sarro, F; Harman, M; (2021) Artifact for Enhancing Genetic Improvement of Software with Regression Test Selection. In: 2021 IEEE/ACM 43rd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion). (pp. p. 220). IEEE

Guizzo, G; Petke, J; Sarro, F; Harman, M; (2021) Enhancing Genetic Improvement of Software with Regression Test Selection. In: 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE). (pp. pp. 1323-1333). IEEE: Madrid, ES.

Gurkan, K; Jovanovic, P; Maller, M; Meiklejohn, S; Stern, G; Tomescu, A; (2021) Aggregatable Distributed Key Generation. IACR Cryptology ePrint Archive: Online.

Gurkan, K; Jovanovic, P; Maller, M; Meiklejohn, S; Stern, G; Tomescu, A; (2021) Aggregatable Distributed Key Generation. In: Canteaut, A and Standaert, F-X, (eds.) Advances in Cryptology – EUROCRYPT 2021. (pp. pp. 147-176). Springer: Cham, Switzerland.

Gyori, NG; Clark, CA; Alexander, DC; Kaden, E; (2021) On the potential for mapping apparent neural soma density via a clinically viable diffusion MRI protocol. NeuroImage , 239 , Article 118303. 10.1016/j.neuroimage.2021.118303.

H

Haddouche, M; Guedj, B; Rivasplata, O; Shawe-Taylor, J; (2021) PAC-Bayes Unleashed: Generalisation Bounds with Unbounded Losses. Entropy , 23 (10) , Article 1330. 10.3390/e23101330.

Hadjicharalambous, M; Wijeratne, PA; Vavourakis, V; (2021) From tumour perfusion to drug delivery and clinical translation of in silico cancer models. Methods , 185 pp. 82-93. 10.1016/j.ymeth.2020.02.010.

Hadjivelichkov, D; Kanoulas, D; (2021) Fully Self-Supervised Class Awareness in Dense Object Descriptors. In: Proceedings of the 5th Conference on Robot Learning. (pp. pp. 1522-1531). PMLR: London, UK.

Hadjivelichkov, D; Vlachos, K; Kanoulas, D; (2021) Improved Reinforcement Learning Coordinated Control of a Mobile Manipulator using Joint Clamping. ArXiv.org

Hailes, S; Jones, E; Micheletti, M; Mitchell, J; Nyamapfene, A; Roach, K; Tilley, E; ... ., .; + view all Hailes, S; Jones, E; Micheletti, M; Mitchell, J; Nyamapfene, A; Roach, K; Tilley, E; Truscott, F; ., .; - view fewer (2021) The UCL Integrated Engineering Programme. Advances in Engineering Education , 9 (3)

Hamrick, JT; Rouhi, F; Mukherjee, A; Feder, A; Gandal, N; Moore, T; Vasek, M; (2021) An examination of the cryptocurrency pump-and-dump ecosystem. Information Processing & Management , 58 (4) , Article 102506. 10.1016/j.ipm.2021.102506.

Hamrick, JT; Rouhi, F; Mukherjee, A; Vasek, M; Moore, T; Gandal, N; (2021) Analyzing Target-Based Cryptocurrency Pump and Dump Schemes. In: DeFi '21: Proceedings of the 2021 ACM CCS Workshop on Decentralized Finance and Security. (pp. pp. 21-27). Association for Computing Machinery: New York, NY, USA.

Han, M; Tian, Y; Zhang, L; Wang, J; Pan, W; (2021) Reinforcement learning control of constrained dynamic systems with uniformly ultimate boundedness stability guarantee. Automatica , 129 , Article 109689. 10.1016/j.automatica.2021.109689.

Hanna, R; Kazim, E; (2021) Philosophical foundations for digital ethics and AI Ethics: a dignitarian approach. AI Ethics , 1 pp. 405-423. 10.1007/s43681-021-00040-9.

Happa, J; Steed, A; Glencross, M; (2021) Privacy-certification standards for extended-reality devices and services. In: 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). (pp. pp. 397-398). IEEE: Lisbon, Portugal (Virtual conference).

Hardman, D; Hughes, J; George Thuruthel, T; Gilday, K; Iida, F; (2021) 3D Printable Sensorized Soft Gelatin Hydrogel for Multi-Material Soft Structures. IEEE Robotics and Automation Letters , 6 (3) pp. 5269-5275. 10.1109/LRA.2021.3072600.

Hardy, F; Heyl, J; Tucker, K; Hopper, A; Marchã, MJM; Navaratnam, AV; Yates, Jeremy; ... Gray, KW; + view all Hardy, F; Heyl, J; Tucker, K; Hopper, A; Marchã, MJM; Navaratnam, AV; Yates, Jeremy; Briggs, TWR; Yates, J; Day, J; Wheeler, A; Eve-Jones, S; Gray, KW; - view fewer (2021) Estimating Nosocomial Infection and its Outcomes in Hospital Patients in England with a Diagnosis of COVID-19 Using Machine Learning. Social Science Research Network (SSRN): Rochester, NY, USA.

Hassan, AI; Raman, A; Castro, I; Zia, HB; Cristofaro, ED; Sastry, N; Tyson, G; (2021) Exploring Content Moderation in the Decentralised Web: The Pleroma Case. In: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies. (pp. pp. 328-335). Association for Computing Machinery (ACM)

Hauke, DJ; Schmidt, A; Studerus, E; Andreou, C; Riecher-Rössler, A; Radua, J; Kambeitz, J; ... Borgwardt, S; + view all Hauke, DJ; Schmidt, A; Studerus, E; Andreou, C; Riecher-Rössler, A; Radua, J; Kambeitz, J; Ruef, A; Dwyer, DB; Kambeitz-Ilankovic, L; Lichtenstein, T; Sanfelici, R; Penzel, N; Haas, SS; Antonucci, LA; Lalousis, PA; Chisholm, K; Schultze-Lutter, F; Ruhrmann, S; Hietala, J; Brambilla, P; Koutsouleris, N; Meisenzahl, E; Pantelis, C; Rosen, M; Salokangas, RKR; Upthegrove, R; Wood, SJ; Borgwardt, S; - view fewer (2021) Multimodal prognosis of negative symptom severity in individuals at increased risk of developing psychosis. Translational Psychiatry , 11 , Article 312. 10.1038/s41398-021-01409-4.

Hauptmann, A; Smyl, D; (2021) Fusing electrical and elasticity imaging. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences , 379 (2200) , Article 20200194. 10.1098/rsta.2020.0194.

Hayes, Jamie; (2021) Towards private and robust machine learning for information security. Doctoral thesis (Ph.D), UCL (University College London).

Hayward, A; Fragaszy, E; Kovar, J; Nguyen, V; Beale, S; Byrne, T; Aryee, A; ... Aldridge, RW; + view all Hayward, A; Fragaszy, E; Kovar, J; Nguyen, V; Beale, S; Byrne, T; Aryee, A; Hardelid, P; Wijlaars, L; Fong, WLE; Geismar, C; Patel, P; Shrotri, M; Navaratnam, AMD; Nastouli, E; Spyer, M; Killingley, B; Cox, I; Lampos, V; McKendry, RA; Liu, Y; Cheng, T; Johnson, AM; Michie, S; Gibbs, J; Gilson, R; Rodger, A; Aldridge, RW; - view fewer (2021) Risk factors, symptom reporting, healthcare-seeking behaviour and adherence to public health guidance: protocol for Virus Watch, a prospective community cohort study. BMJ Open , 11 (6) , Article e048042. 10.1136/bmjopen-2020-048042.

He, C; Jain, R; Chambost, J; Jacques, C; Hickman, C; (2021) Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures. In: Proceedings of Medical Imaging meets NeurIPS Workshop. NiPS (In press).

He, Q; Bano, S; Stoyanov, D; Zuo, S; (2021) Hybrid Loss with Network Trimming for Disease Recognition in Gastrointestinal Endoscopy. In: attern Recognition. ICPR International Workshops and Challenges. (pp. pp. 299-306). Springer Nature: Cham, Switzerland.

Heerdt, GV; Kappé, T; Rot, J; Silva, A; (2021) Learning Pomset Automata. In: Kiefer, S and Tasson, C, (eds.) Foundations of Software Science and Computation Structures. FOSSACS 2021. (pp. pp. 510-530). Springer: Cham, Switzerland.

Henriques, RN; Palombo, M; Jespersen, SN; Shemesh, N; Lundell, H; Ianuş, A; (2021) Double diffusion encoding and applications for biomedical imaging. Journal of Neuroscience Methods , 348 , Article 108989. 10.1016/j.jneumeth.2020.108989.

Henzler, Philipp; Deschaintre, Valentin; Mitra, Niloy J; Ritschel, Tobias; (2021) Generative Modelling of BRDF Textures from Flash Images. ACM Transactions on Graphics , 40 (6) , Article 284. 10.1145/3478513.3480507.

Herbster, M; Pasteris, S; Vitale, F; Pontil, M; (2021) A Gang of Adversarial Bandits. In: Ranzato, M and Beygelzimer, A and Dauphin, Y and Liang, PS and Wortman Vaughan, J, (eds.) Advances in Neural Information Processing Systems 34. (pp. pp. 2265-2279). NeurIPS

Herbster, M; Pasteris, S; Tse, L; (2021) Online matrix completion with side information. In: Advances in Neural Information Processing Systems 33 (NeurIPS 2020).

Herzberg, W; Rowe, D; Hauptmann, A; Hamilton, S; (2021) Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems. IEEE Transactions on Computational Imaging 10.1109/tci.2021.3132190.

Higgott, O; Breuckmann, NP; (2021) Subsystem Codes with High Thresholds by Gauge Fixing and Reduced Qubit Overhead. Physical Review X , 11 (3) , Article 031039. 10.1103/PhysRevX.11.031039.

Hill, I; Palombo, M; Santin, M; Branzoli, F; Philippe, A-C; Wassermann, D; Aigrot, M-S; ... Drobnjak, I; + view all Hill, I; Palombo, M; Santin, M; Branzoli, F; Philippe, A-C; Wassermann, D; Aigrot, M-S; Stankoff, B; Baron-Van Evercooren, A; Felfi, M; Langui, D; Zhang, H; Lehericy, S; Petiet, A; Alexander, DC; Ciccarelli, O; Drobnjak, I; - view fewer (2021) Machine learning based white matter models with permeability: An experimental study in cuprizone treated in-vivo mouse model of axonal demyelination. NeuroImage , 224 , Article 117425. 10.1016/j.neuroimage.2020.117425.

Hirsch, R; Semrl, J; (2021) Demonic Lattices and Semilattices in Relational Semigroups with Ordinary Composition. In: 2021 36th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS). IEEE: Rome, Italy.

Hirsch, R; Šemrl, J; (2021) Finite representability of semigroups with demonic refinement. Algebra universalis , 82 (2) , Article 28. 10.1007/s00012-021-00718-5.

Hirsch, R; Stokes, T; (2021) Axioms for signatures with domain and demonic composition. Algebra universalis , 82 (2) , Article 24. 10.1007/s00012-021-00719-4.

Ho, A; Hutter, J; Slator, P; Jackson, L; Seed, PT; McCabe, L; Al-Adnani, M; ... Chappell, LC; + view all Ho, A; Hutter, J; Slator, P; Jackson, L; Seed, PT; McCabe, L; Al-Adnani, M; Marnerides, A; George, S; Story, L; Hajnal, JV; Rutherford, M; Chappell, LC; - view fewer (2021) Placental magnetic resonance imaging in chronic hypertension: A case-control study. Placenta , 104 pp. 138-145. 10.1016/j.placenta.2020.12.006.

Hochlehnert, A; Terenin, A; Saemundsson, S; Deisenroth, MP; (2021) Learning Contact Dynamics using Physically Structured Neural Networks. In: Banerjee, A and Fukumizu, K, (eds.) Proceedings of AISTATS 2021. (pp. pp. 2152-2160). PMLR

Holloway, C; Bhot, W; Yong, K; McCarthy, I; Suzuki, T; Carton, A; Yang, B; ... CHO, Y; + view all Holloway, C; Bhot, W; Yong, K; McCarthy, I; Suzuki, T; Carton, A; Yang, B; Serougne, R; Boampong, D; Tyler, N; Crutch, SJ; Berthouze, N; CHO, Y; - view fewer (2021) STEP-UP: Enabling low-cost IMU sensors to predict the type of dementia during everyday stair climbing. Frontiers in Computer Science 10.3389/fcomp.2021.804917. (In press).

Holloway, C; Morgado Ramirez, DZ; Bhatnagar, T; Oldfrey, B; Morjaria, P; Moulic, SG; Ebuenyi, ID; ... Sujatha, S; + view all Holloway, C; Morgado Ramirez, DZ; Bhatnagar, T; Oldfrey, B; Morjaria, P; Moulic, SG; Ebuenyi, ID; Barbareschi, G; Meeks, F; Massie, J; Ramos-Barajas, F; McVeigh, J; Keane, K; Torrens, G; Rao, PVM; MacLachlan, M; Austin, V; Kattel, R; Metcalf, CD; Sujatha, S; - view fewer (2021) A review of innovation strategies and processes to improve access to AT: Looking ahead to open innovation ecosystems. Assistive Technology , 33 (sup1) pp. 68-86. 10.1080/10400435.2021.1970653.

Homan, W; Pimpanuwat, B; Herpin, F; Danilovich, T; McDonald, I; Wallstroem, SHJ; Richards, AMS; ... El Mellah, I; + view all Homan, W; Pimpanuwat, B; Herpin, F; Danilovich, T; McDonald, I; Wallstroem, SHJ; Richards, AMS; Baudry, A; Sahai, R; Millar, TJ; de Koter, A; Gottlieb, CA; Kervella, P; Montarges, M; Van de Sande, M; Decin, L; Zijlstra, A; Etoka, S; Jeste, M; Mueller, HSP; Maes, S; Malfait, J; Menten, K; Plane, J; Lee, K; Waters, R; Wong, KT; Lagadec, E; Gobrecht, D; Yates, J; Price, D; Cannon, E; Bolte, J; De Ceuster, F; Nuth, J; Philip Sindel, J; Kee, D; Gray, MD; El Mellah, I; - view fewer (2021) ATOMIUM: The astounding complexity of the near circumstellar environment of the M-type AGB star R Hydrae: I. Morpho-kinematical interpretation of CO and SiO emission. Astronomy & Astrophysics , 651 , Article A82. 10.1051/0004-6361/202140512.

Hort, M; Sarro, F; (2021) Did You Do Your Homework? Raising Awareness on Software Fairness and Discrimination. In: Proceedings of the Automated Software Engineering 2021. ASE: Online.

Hort, M; Zhang, J; Sarro, F; Harman, M; (2021) Fairea: A Model Behaviour Mutation Approach to Benchmarking Bias Mitigation Methods. In: ESEC/FSE 2021: Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. (pp. pp. 994-1006). Association for Computing Machinery: New York, NY, United States. (In press).

Hort, M; Kechagia, M; Sarro, F; Harman, M; (2021) A Survey of Performance Optimization for Mobile Applications. IEEE Transactions on Software Engineering 10.1109/TSE.2021.3071193. (In press).

Hort, M; Sarro, F; (2021) The Effect of Offspring Population Size on NSGA-II: A Preliminary Study. In: Proceedings of the 2021 Genetic and Evolutionary Computation Conference (GECCO 2021). Association for Computing Machinery (ACM): New York, NY, USA. (In press).

Horta Ribeiro, M; Jhaver, S; Zannettou, S; Blackburn, J; Stringhini, G; De Cristofaro, E; West, R; (2021) Do Platform Migrations Compromise Content Moderation? Evidence from r/The_Donald and r/Incels. In: Proceedings of the ACM on Human-Computer Interaction. (pp. pp. 1-24). ACM

Huang, C-C; Hsu, C-CH; Zhou, F-L; Kusmia, S; Drakesmith, M; Parker, GJM; Lin, C-P; Huang, C-C; Hsu, C-CH; Zhou, F-L; Kusmia, S; Drakesmith, M; Parker, GJM; Lin, C-P; Jones, DK; - view fewer (2021) Validating pore size estimates in a complex microfiber environment on a human MRI system. Magnetic Resonance in Medicine 10.1002/mrm.28810.

Humm, G; Harries, RL; Stoyanov, D; Lovat, LB; (2021) Supporting laparoscopic general surgery training with digital technology: The United Kingdom and Ireland paradigm. BMC Surgery , 21 (1) , Article 123. 10.1186/s12893-021-01123-4.

Hunter, A; (2021) Argument Strength in Probabilistic Argumentation Using Confirmation Theory. In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2021. (pp. pp. 74-88). Springer: Cham, Switzerland.

Hunter, A; Chalaguine, L; (2021) Addressing Popular Concerns Regarding COVID-19 Vaccination with Natural Language Argumentation Dialogues. In: Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2021. (pp. pp. 59-73). Springer: Cham, Switzerland.

Hutchinson, M; Terenin, A; Borovitskiy, V; Takao, S; Teh, YW; Deisenroth, MP; (2021) Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels. In: Proceedings of the Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021). NeurIPS Proceedings: Virtual conference. (In press).

Hutchinson, Michael; Terenin, Alexander; Borovitskiy, Viacheslav; Takao, So; Teh, Yee Whye; Deisenroth, Marc Peter; (2021) Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels. In: Ranzato, Marc'Aurelio and Beygelzimer, Alina and Dauphin, Yann N and Liang, Percy and Vaughan, Jennifer Wortman, (eds.) Proccedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021). (pp. pp. 17160-17169). NeurIPS 2021

Hutter, J; Ho, A; Jackson, LH; Slator, PJ; Chappell, LC; Hajnal, JV; Rutherford, MA; (2021) An efficient and combined placental T1-ADC acquisition in pregnancies with and without pre-eclampsia. Magnetic Resonance in Medicine 10.1002/mrm.28809. (In press).

I

Ianus, A; Alexander, DC; Zhang, H; Palombo, M; (2021) Mapping complex cell morphology in the grey matter with double diffusion encoding MR: A simulation study. NeuroImage , 241 , Article 118424. 10.1016/j.neuroimage.2021.118424.

Ibañez, Juan Ignacio; Bayer, Chris N; Tasca, Paolo; Xu, Jiahua; (2021) Triple-entry Accounting, Blockchain and Next of Kin: Towards a Standardization of Ledger Terminology. ArXiv: Ithaca, NY, USA.

Ibrahim, M; Haworth, J; Christie, N; Cheng, T; Hailes, S; (2021) Cycling near misses: A review of the current methods, challenges and the potential of an AI-embedded system. Transport Reviews , 41 (3) pp. 304-328. 10.1080/01441647.2020.1840456.

Ife, CC; Shen, Y; Murdoch, SJ; Stringhini, G; (2021) Marked for Disruption: Tracing the Evolution of Malware Delivery Operations Targeted for Takedown. In: RAID '21: 24th International Symposium on Research in Attacks, Intrusions and Defenses. (pp. pp. 340-353). ACM: San Sebastian, Spain.

Iglesias, JE; Billot, B; Balbastre, Y; Tabari, A; Conklin, J; Gilberto González, R; Alexander, DC; ... Alzheimer’s Disease Neuroimaging Initiative, .; + view all Iglesias, JE; Billot, B; Balbastre, Y; Tabari, A; Conklin, J; Gilberto González, R; Alexander, DC; Golland, P; Edlow, BL; Fischl, B; Alzheimer’s Disease Neuroimaging Initiative, .; - view fewer (2021) Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast. Neuroimage , 237 , Article 118206. 10.1016/j.neuroimage.2021.118206.

Innamorati, Carlo; (2021) Inverse Graphics via Simulation-driven Learning. Doctoral thesis (Ph.D), UCL (University College London).

Isen, J; Perera-Ortega, A; Vos, SB; Rodionov, R; Kanber, B; Chowdhury, FA; Duncan, JS; ... Winston, GP; + view all Isen, J; Perera-Ortega, A; Vos, SB; Rodionov, R; Kanber, B; Chowdhury, FA; Duncan, JS; Mousavi, P; Winston, GP; - view fewer (2021) Non-parametric combination of multimodal MRI for lesion detection in focal epilepsy. Neuroimage: Clinical , 32 , Article 102837. 10.1016/j.nicl.2021.102837.

Itoh, Y; Kaminokado, T; Aksit, K; (2021) Beaming Displays. IEEE Transactions on Visualization and Computer Graphics 10.1109/TVCG.2021.3067764. (In press).

Iyengar, K; Stoyanov, D; (2021) Deep Reinforcement Learning for Concentric Tube Robot Control with a Goal-Based Curriculum. In: IEEE International Conference on Robotics and Automation (ICRA) 2021. IEEE

Izzouzi, Lisa; Steed, Anthony; (2021) Effectiveness of Social Virtual Reality. ArXiv: Ithaca, NY, USA.

J

Jacob, J; (2021) A computationally efficient approach to segmentation of the aorta and coronary arteries using deep learning. IEEE Access , 9 pp. 108873-108888. 10.1109/ACCESS.2021.3099030.

Jacob, J; (2021) Pleuroparenchymal Fibroelastosis in Idiopathic Pulmonary Fibrosis: Survival Analysis using Visual and Computer-Based Computed Tomography Assessment. EClinicalMedicine , 38 , Article 101009. 10.1016/j.eclinm.2021.101009.

Jacobs, B; Kissinger, A; Zanasi, F; (2021) Causal inference via string diagram surgery. Mathematical Structures in Computer Science , 31 (5) pp. 553-574. 10.1017/S096012952100027X.

Jaubert, O; Steeden, J; Montalt-Tordera, J; Arridge, S; Kowalik, GT; Muthurangu, V; (2021) Deep artifact suppression for spiral real-time phase contrast cardiac magnetic resonance imaging in congenital heart disease. Magnetic Resonance Imaging , 83 pp. 125-132. 10.1016/j.mri.2021.08.005.

Jaubert, O; Montalt-Tordera, J; Knight, D; Coghlan, GJ; Arridge, S; Steeden, JA; Muthurangu, V; (2021) Real-time deep artifact suppression using recurrent U-Nets for low-latency cardiac MRI. Magnetic Resonance in Medicine 10.1002/mrm.28834. (In press).

Jiang, M; Dennis, M; Parker-Holder, J; Foerster, J; Grefenstette, E; Rocktäschel, T; (2021) Replay-Guided Adversarial Environment Design. In: Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021). Neural Information Processing Systems: Sydney, Australia. (In press).

Jiang, M; Grefenstette, E; Rocktäschel, T; (2021) Prioritized Level Replay. In: Meila, M and Zhang, T, (eds.) Proceedings of the 38th International Conference on Machine Learning. (pp. pp. 4940-4950). PMLR: Proceedings of Machine Learning Research: Online Only.

Jiang, Z; Minervini, P; Jiang, M; Rocktäschel, T; (2021) Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning. arXiv , Article arXiv:2102.04220.

Jiang, Z; Minervini, P; Jiang, M; Rocktäschel, T; (2021) Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning. In: Dignum, F and Lomuscio, A and Endriss, U and Nowé, A, (eds.) AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems. (pp. pp. 674-682). ACM

Jin, B; Kian, Y; Zhou, Z; (2021) Reconstruction of a Space-Time Dependent Source in Subdiffusion Models via a Perturbation Approach. SIAM Journal on Mathematical Analysis , 53 (4) pp. 4445-4473. 10.1137/21M1397295.

Jin, B; Zhou, Z; (2021) Recovering the potential and order in one-dimensional time-fractional diffusion with unknown initial condition and source *. Inverse Problems , 37 (10) , Article 105009. 10.1088/1361-6420/ac1f6d.

Jin, B; Zhou, Z; Zou, J; (2021) An analysis of stochastic variance reduced gradient for linear inverse problems. Inverse Problems , 38 (2) , Article 025009. 10.1088/1361-6420/ac4428.

Jin, B; Zhou, Z; Zou, J; (2021) On the Saturation Phenomenon of Stochastic Gradient Descent for Linear Inverse Problems. SIAM/ASA Journal on Uncertainty Quantification , 9 (4) pp. 1533-1588. 10.1137/20M1374456.

Jin, B; Huang, J; Jiao, Y; Lu, X; Liu, J; Yang, C; (2021) A unified primal dual active set algorithm for nonconvex sparse recovery. Statistical Science , 36 (2) pp. 215-238. 10.1214/19-STS758.

Jin, B; Kian, Y; (2021) Recovering Multiple Fractional Orders in Time-Fractional Diffusion in an Unknown Medium. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences , 477 (2253) , Article 20210468. 10.1098/rspa.2021.0468.

Jin, B; Zhou, Z; (2021) Error Analysis of Finite Element Approximations of Diffusion Coefficient Identification for Elliptic and Parabolic Problems. SIAM Journal on Numerical Analysis , 59 (1) pp. 119-142. 10.1137/20m134383x.

Jin, B; Zhou, Z; (2021) An Inverse Potential Problem for Subdiffusion: Stability and Reconstruction. Inverse Problems , 37 (1) , Article 015006. 10.1088/1361-6420/abb61e.

Jin, B; Zhou, Z; (2021) Numerical Estimation of a Diffusion Coefficient in Subdiffusion. SIAM Journal on Control and Optimization , 59 (2) pp. 1466-1496.

Jo, Ritsugen; Kanagawa, Heishiro; Gretton, Arthur; (2021) Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation. In: Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021). NeurIPS

Johnson, D; Ricciardi, A; Brownlee, W; Kanber, B; Prados, F; Collorone, S; Kaden, E; ... Grussu, F; + view all Johnson, D; Ricciardi, A; Brownlee, W; Kanber, B; Prados, F; Collorone, S; Kaden, E; Toosy, A; Alexander, DC; Gandini Wheeler-Kingshott, CAM; Ciccarelli, O; Grussu, F; - view fewer (2021) Comparison of Neurite Orientation Dispersion and Density Imaging and Two-Compartment Spherical Mean Technique Parameter Maps in Multiple Sclerosis. Frontiers in Neurology , 12 , Article 662855. 10.3389/fneur.2021.662855.

Johnson, EB; Parker, CS; Scahill, RI; Gregory, S; Papoutsi, M; Zeun, P; Osborne-Crowley, K; ... HD-YAS Investigators; + view all Johnson, EB; Parker, CS; Scahill, RI; Gregory, S; Papoutsi, M; Zeun, P; Osborne-Crowley, K; Lowe, J; Nair, A; Estevez-Fraga, C; Fayer, K; Rees, G; Zhang, H; Tabrizi, SJ; HD-YAS Investigators; - view fewer (2021) Altered iron and myelin in premanifest Huntington's Disease more than 20 years before clinical onset: Evidence from the cross-sectional HD Young Adult Study. EBioMedicine , 65 , Article 103266. 10.1016/j.ebiom.2021.103266.

Jones, RK; Charatan, D; Guerrero, P; Mitra, NJ; Ritchie, D; (2021) ShapeMOD: Macro Operation Discovery for 3D Shape Programs. ACM Transactions on Graphics , 40 (4) , Article 153. 10.1145/3450626.3459821.

K

Kachhara, S; George, SV; Misra, R; Ambika, G; (2021) Evidence for dynamical changes in Betelgeuse using multi-wavelength data. In: Proceedings of the Sixteenth Marcel Grossmann Meeting (MG16). World Scientific Publishing Co Pte Ltd

Kader, R; Hadjinicolaou, AV; Georgiades, F; Stoyanov, D; Lovat, LB; (2021) Optical diagnosis of colorectal polyps using convolutional neural networks. World Journal of Gastroenterology , 27 (35) pp. 5908-5918. 10.3748/wjg.v27.i35.5908.

Kader, R; Hussein, M; Ahmad, O; Stoyanov, D; Lovat, L; (2021) Opinions of UK gastroenterology consultants in the application of artificial intelligence in endoscopy. Presented at: British Society of Gastroenterology Campus 2021, Virtual conference.

Kadkhodamohammadi, A; Sivanesan Uthraraj, N; Giataganas, P; Gras, G; Kerr, K; Luengo, I; Oussedik, S; Kadkhodamohammadi, A; Sivanesan Uthraraj, N; Giataganas, P; Gras, G; Kerr, K; Luengo, I; Oussedik, S; Stoyanov, D; - view fewer (2021) Towards video-based surgical workflow understanding in open orthopaedic surgery. Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization , 9 (3) pp. 286-293. 10.1080/21681163.2020.1835552.

Kan, Z; Pendlebury, F; Pierazzi, F; Cavallaro, L; (2021) Investigating Labelless Drift Adaptation for Malware Detection. In: AISec '21: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security. (pp. pp. 123-134). ACM

Kanber, B; Morrow, JM; Klickovic, U; Wastling, S; Shah, S; Fratta, P; McDowell, AR; ... Thornton, JS; + view all Kanber, B; Morrow, JM; Klickovic, U; Wastling, S; Shah, S; Fratta, P; McDowell, AR; Hall, MG; Clark, CA; Muntoni, F; Reilly, MM; Hanna, MG; Alexander, DC; Yousry, T; Thornton, JS; - view fewer (2021) Musclesense: a Trained, Artificial Neural Network for the Anatomical Segmentation of Lower Limb Magnetic Resonance Images in Neuromuscular Diseases. Neuroinformatics , 19 pp. 379-383. 10.1007/s12021-020-09485-5.

Kanber, B; Vos, SB; de Tisi, J; Wood, TC; Barker, GJ; Rodionov, R; Chowdhury, FA; ... Winston, GP; + view all Kanber, B; Vos, SB; de Tisi, J; Wood, TC; Barker, GJ; Rodionov, R; Chowdhury, FA; Thom, M; Alexander, DC; Duncan, JS; Winston, GP; - view fewer (2021) Detection of covert lesions in focal epilepsy using computational analysis of multimodal magnetic resonance imaging data. Epilepsia 10.1111/epi.16836. (In press).

Kang, D; Ho, T; Marquardt, N; Mutlu, B; Bianchi, A; (2021) ToonNote: Improving Communication in Computational Notebooks Using Interactive Data Comics. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. pp. 1-14). ACM

Kappé, T; Brunet, P; Luttik, B; Silva, A; Zanasi, F; (2021) Equivalence checking for weak bi-Kleene algebra. Logical Methods in Computer Science , 17 (3) 19:1-19:53. 10.46298/LMCS-17(3:19)2021.

Karvonen, Martti; (2021) Neither Contextuality nor Nonlocality Admits Catalysts. Physical Review Letters , 127 (16) , Article 160402. 10.1103/PhysRevLett.127.160402.

Kaye, J; Sellen, A; Rogers, Y; Harper, R; Jones, M; (2021) HCI 2020: Looking Back to the Future. In: Proceedings of the CHI 2021 Conference on Human Factors in Computing Systems. (pp. pp. 1-3). Association for Computing Machinery (ACM)

Kazim, E; Koshiyama, AS; (2021) A high-level overview of AI ethics. Patterns , 2 (9) , Article 100314. 10.1016/j.patter.2021.100314.

Kazim, E; Koshiyama, AS; Hilliard, A; Polle, R; (2021) Systematizing Audit in Algorithmic Recruitment. Journal of Intelligence , 9 (3) , Article 46. 10.3390/jintelligence9030046.

Kechagia, M; Mechtaev, S; Sarro, F; Harman, M; (2021) Evaluating Automatic Program Repair Capabilities to Repair API Misuses. IEEE Transactions on Software Engineering 10.1109/TSE.2021.3067156. (In press).

Kereta, Z; Twyman, R; Arridge, SR; Thielemans, K; Jin, B; (2021) Stochastic EM methods with variance reduction for penalised PET reconstructions. Inverse Problems , 37 (11) , Article 115006. 10.1088/1361-6420/ac2d74.

Kereta, Ž; Klock, T; (2021) Estimating covariance and precision matrices along subspaces. Electronic Journal of Statistics , 15 (1) pp. 554-588. 10.1214/20-EJS1782.

Kereta, Ž; Maly, J; Naumova, V; (2021) Computational approaches to non-convex, sparsity-inducing multi-penalty regularization. Inverse Problems , 37 (5) , Article 055008. 10.1088/1361-6420/abdd46.

Kerkelä, L; Nery, F; Callaghan, R; Zhou, F; Gyori, NG; Szczepankiewicz, F; Palombo, M; ... Clark, CA; + view all Kerkelä, L; Nery, F; Callaghan, R; Zhou, F; Gyori, NG; Szczepankiewicz, F; Palombo, M; Parker, GJM; Zhang, H; Hall, MG; Clark, CA; - view fewer (2021) Comparative analysis of signal models for microscopic fractional anisotropy estimation using q-space trajectory encoding. NeuroImage , 242 , Article 118445. 10.1016/j.neuroimage.2021.118445.

Kett, M; Holloway, C; Austin, V; (2021) Critical Junctures in Assistive Technology and Disability Inclusion. Sustainability , 13 (22) p. 12744. 10.3390/su132212744.

Khan, Valerie; Goodell, Geoffrey; (2021) Libra: Is it really about the money? In: Pitt, Jeremy and Wang, Shidong, (eds.) Technology, Society, and Ethics. (pp. 68-81). Oxford Prospects and Global Development Institute: Oxford, UK.

Kiela, Douwe; Bartolo, Max; Nie, Yixin; Kaushik, Divyansh; Geiger, Atticus; Wu, Zhengxuan; Vidgen, Bertie; ... Williams, Adina; + view all Kiela, Douwe; Bartolo, Max; Nie, Yixin; Kaushik, Divyansh; Geiger, Atticus; Wu, Zhengxuan; Vidgen, Bertie; Prasad, Grusha; Singh, Amanpreet; Ringshia, Pratik; Ma, Zhiyi; Thrush, Tristan; Riedel, Sebastian; Waseem, Zeerak; Stenetorp, Pontus; Jia, Robin; Bansal, Mohit; Potts, Christopher; Williams, Adina; - view fewer (2021) Dynabench: Rethinking Benchmarking in NLP. In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. (pp. pp. 4110-4124). Association for Computational Linguistics: Online.

Kiersnowski, OC; Winston, GP; Biondetti, E; Buck, S; Caciagli, L; Duncan, J; Shmueli, K; Kiersnowski, OC; Winston, GP; Biondetti, E; Buck, S; Caciagli, L; Duncan, J; Shmueli, K; Vos, SB; - view fewer (2021) Quantitative Susceptibility Mapping (QSM) is Sensitive to Hippocampal and Subcortical Gray Matter Changes in Temporal Lobe Epilepsy. Presented at: ISMRM & SMRT Annual Meeting & Exhibition 2021.

Kim, S; Alexander, DC; (2021) AGCN: Adversarial Graph Convolutional Network for 3D Point Cloud Segmentation. In: 32nd British Machine Vision Conference, BMVC 2021. (pp. pp. 1-13). The British Machine Vision Association (BMVA)

Kırnap, Ö; Diaz, F; Biega, A; Ekstrand, M; Carterette, B; Yilmaz, E; (2021) Estimation of Fair Ranking Metrics with Incomplete Judgments. In: (Proceedings) WWW '21: The Web Conference 2021. (pp. pp. 1065-1075). ACM

Klinkenberg, L; Batz, K; Kaminski, BL; Katoen, JP; Moerman, J; Winkler, T; (2021) Generating Functions for Probabilistic Programs. In: Logic-Based Program Synthesis and Transformation. (pp. pp. 231-248). Springer

Knowles, B; Hanson, VL; Rogers, Y; Piper, AM; Waycott, J; Davies, N; Ambe, AH; ... Yuan, IY; + view all Knowles, B; Hanson, VL; Rogers, Y; Piper, AM; Waycott, J; Davies, N; Ambe, AH; Brewer, RN; Chattopadhyay, D; Dee, M; Frohlich, D; Gutierrez-Lopez, M; Jelen, B; Lazar, A; Nielek, R; Pena, BB; Roper, A; Schlager, M; Schulte, B; Yuan, IY; - view fewer (2021) The harm in conflating aging with accessibility. Communications of the ACM , 64 (7) pp. 66-71. 10.1145/3431280.

Koch, T; Jiang, W; Luo, T; Gigis, P; Zhang, Y; Vermeulen, K; Aben, E; ... Vallina-Rodriguez, N; + view all Koch, T; Jiang, W; Luo, T; Gigis, P; Zhang, Y; Vermeulen, K; Aben, E; Calder, M; Katz-Bassett, E; Manassakis, L; Smaragdakis, G; Vallina-Rodriguez, N; - view fewer (2021) Towards a traffic map of the Internet Connecting the dots between popular services and users: Connecting the dots between popular services and users. In: HotNets '21: Proceedings of the Twentieth ACM Workshop on Hot Topics in Networks. (pp. pp. 23-30). Association for Computing Machinery (ACM): New York, NY, USA.

Kocijan, Vid; Camburu, Oana-Maria; Lukasiewicz, Thomas; (2021) The Gap on GAP: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets. In: Proceedings of the AAAI Conference on Artificial Intelligence, 35. (pp. pp. 13180-13188). AAAI

Kohler, T; Piddock, S; Bausch, J; Cubitt, T; (2021) Translationally Invariant Universal Quantum Hamiltonians in 1D. Annales Henri Poincaré 10.1007/s00023-021-01111-7. (In press).

Kojaku, S; Livan, G; Masuda, N; (2021) Detecting anomalous citation groups in journal networks. Scientific Reports , 11 (1) 10.1038/s41598-021-93572-3.

Kokkinos, F; Kokkinos, I; (2021) Learning monocular 3D reconstruction of articulated categories from motion. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 1737-1746). IEEE: Nashville, TN, USA.

Kokkinos, Filippos; Kokkinos, Iasonas; (2021) To The Point: Correspondence-driven monocular 3D category reconstruction. In: Ranzato, M and Beygelzimer, A and Dauphin, Y and Liang, PS and Wortman Vaughan, J, (eds.) Advances in Neural Information Processing Systems 34 (NeurIPS 2021). NeurIPS Proceedings: Virtual conference.

Koo, B; Robu, MR; Allam, M; Pfeiffer, M; Thompson, S; Gurusamy, K; Davidson, B; ... Clarkson, MJ; + view all Koo, B; Robu, MR; Allam, M; Pfeiffer, M; Thompson, S; Gurusamy, K; Davidson, B; Speidel, S; Hawkes, D; Stoyanov, D; Clarkson, MJ; - view fewer (2021) Automatic, global registration in laparoscopic liver surgery. International Journal of Computer Assisted Radiology and Surgery 10.1007/s11548-021-02518-7. (In press).

Koshiyama, A; Blumberg, SB; Firoozye, N; Treleaven, P; Flennerhag, S; (2021) QuantNet: transferring learning across trading strategies. Quantitative Finance 10.1080/14697688.2021.1999487. (In press).

Kottege, Navinda; Sentis, Luis; Kanoulas, Dimitrios; (2021) Editorial: Towards Real-World Deployment of Legged Robots. Frontiers in Robotics and AI , 8 , Article 829403. 10.3389/frobt.2021.829403.

Kryshtafovych, A; Moult, J; Billings, WM; Della Corte, D; Fidelis, K; Kwon, S; Olechnovič, K; ... CASP-COVID participants; + view all Kryshtafovych, A; Moult, J; Billings, WM; Della Corte, D; Fidelis, K; Kwon, S; Olechnovič, K; Seok, C; Venclovas, Č; Won, J; CASP-COVID participants; - view fewer (2021) Modeling SARS-CoV-2 proteins in the CASP-commons experiment. Proteins , 89 (12) pp. 1987-1996. 10.1002/prot.26231.

Kuba, JG; Wen, M; Meng, L; Gu, S; Zhang, H; Mguni, DH; Wang, J; Kuba, JG; Wen, M; Meng, L; Gu, S; Zhang, H; Mguni, DH; Wang, J; Yang, Y; - view fewer (2021) Settling the Variance of Multi-Agent Policy Gradients. In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). (pp. pp. 13458-13470). NeurIPS Proceedings

Kummen, A; Li, G; Hassan, A; Ganeva, T; Lu, Q; Shaw, R; Ratwatte, C; ... Mohamedally, D; + view all Kummen, A; Li, G; Hassan, A; Ganeva, T; Lu, Q; Shaw, R; Ratwatte, C; Zou, Y; Han, L; Almazov, E; Visram, S; Taylor, A; Sebire, NJ; Stott, L; Rogers, Y; Roberts, G; Mohamedally, D; - view fewer (2021) MotionInput v2.0 supporting DirectX: A modular library of open-source gesture-based machine learning and computer vision methods for interacting and controlling existing software with a webcam. arXiv.org: Ithaca (NY), USA.

L

Labaca-Castro, R; Muñoz-González, L; Pendlebury, F; Dreo Rodosek, G; Pierazzi, F; Cavallaro, L; (2021) Realizable Universal Adversarial Perturbations for Malware. ArXiv

Lam, MWY; Wang, J; Su, D; Yu, D; (2021) Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks. In: Proceedings of the 2021 IEEE Spoken Language Technology Workshop (SLT). (pp. pp. 801-808). IEEE

Lam, MWY; Wang, J; Su, D; Yuy, D; (2021) Sandglasset: A Light Multi-Granularity Self-Attentive Network for Time-Domain Speech Separation. In: Proceedings of the ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). (pp. pp. 5759-5763). IEEE

Lampos, V; Mintz, J; Qu, X; (2021) An artificial intelligence approach for selecting effective teacher communication strategies in autism education. npj Science of Learning , 6 , Article 25. 10.1038/s41539-021-00102-x.

Lampos, V; Majumder, MS; Yom-Tov, E; Edelstein, M; Moura, S; Hamada, Y; Rangaka, MX; ... Cox, IJ; + view all Lampos, V; Majumder, MS; Yom-Tov, E; Edelstein, M; Moura, S; Hamada, Y; Rangaka, MX; McKendry, RA; Cox, IJ; - view fewer (2021) Tracking COVID-19 using online search. NPJ Digit Med , 4 (1) , Article 17. 10.1038/s41746-021-00384-w.

Landaberry, V; Caccioli, F; Rodriguez-Martinez, A; Baron, A; Martinez-Jaramillo, S; Lluberas, R; (2021) The contribution of the intra-firm exposures network to systemic risk. Latin American Journal of Central Banking , 2 (2) , Article 100032. 10.1016/j.latcb.2021.100032.

Langdon, WB; (2021) Genetic programming convergence. Genetic Programming and Evolvable Machines , 23 pp. 71-104. 10.1007/s10710-021-09405-9.

Langdon, WB; (2021) Incremental Evaluation in Genetic Programming. In: Genetic Programming. EuroGP 2021. Lecture Notes in Computer Science. (pp. pp. 229-246). Springer International Publishing: Cham, Switzerland.

Langdon, WB; Krauss, O; (2021) Genetic Improvement of Data for Maths Functions. ACM Transactions on Evolutionary Learning and Optimization , 1 (2) pp. 1-30. 10.1145/3461016.

Langdon, WB; Petke, J; Clark, D; (2021) Dissipative polynomials. In: GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion. (pp. pp. 1683-1691). ACM

Langlet, Jonatan; Ben-Basat, Ran; Ramanathan, Sivaramakrishnan; Oliaro, Gabriele; Mitzenmacher, Michael; Yu, Minlan; Antichi, Gianni; (2021) Zero-CPU Collection with Direct Telemetry Access. In: Proceedings of the Twentieth ACM Workshop on Hot Topics in Networks. (pp. pp. 108-115). ACM

Le, Duc V; Gervais, Arthur; (2021) AMR: autonomous coin mixer with privacy preserving reward distribution. In: AFT '21: Proceedings of the 3rd ACM Conference on Advances in Financial Technologies. (pp. pp. 142-155). ACM

Le, QL; (2021) Compositional Satisfiability Solving in Separation Logic. In: Henglein, F and Shoham, S and Vizel, Y, (eds.) Verification, Model Checking, and Abstract Interpretation: 22nd International Conference, VMCAI 2021, Copenhagen, Denmark, January 17–19, 2021, Proceedings. (pp. pp. 578-602). Springer: Cham, Switzerland.

Lechelt, S; Brudy, F; Marquardt, N; Rogers, Y; (2021) EvalMe: Exploring the Value of New Technologies for In Situ Evaluation of Learning Experiences. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. pp. 1-14). ACM

Lee, F; Perez Ortiz, M; Shawe-Taylor, J; (2021) Computational modelling of COVID-19: A study of compliance and superspreaders. MedRxiv: Cold Spring Harbor, NY, USA.

Lee, S; Binkley, D; Feldt, R; Gold, N; Yoo, S; (2021) Observation-based approximate dependency modeling and its use for program slicing. Journal of Systems and Software , 179 , Article 110988. 10.1016/j.jss.2021.110988.

Leon, DA; Yom-Tov, E; Johnson, AM; Petticrew, M; Williamson, E; Lampos, V; Cox, I; (2021) What on-line searches tell us about public interest and potential impact on behaviour in response to minimum unit pricing of alcohol in Scotland. Addiction , 116 (8) pp. 2008-1015. 10.1111/add.15388.

Leon-Rojas, JE; Iqbal, S; Vos, SB; Rodionov, R; Miserocchi, A; McEvoy, AW; Vakharia, VN; ... Duncan, JS; + view all Leon-Rojas, JE; Iqbal, S; Vos, SB; Rodionov, R; Miserocchi, A; McEvoy, AW; Vakharia, VN; Mancini, L; Galovic, M; Sparks, RE; Ourselin, S; Cardoso, JM; Koepp, MJ; Duncan, JS; - view fewer (2021) Resection of the piriform cortex for temporal lobe epilepsy: a Novel approach on imaging segmentation and surgical application. British Journal of Neurosurgery 10.1080/02688697.2021.1966385. (In press).

Lewis, P; Stenetorp, P; Riedel, S; (2021) Question and answer test-train overlap in open-domain question answering datasets. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics: Online.

Lewis, P; Wu, Y; Liu, L; Minervini, P; Küttler, H; Piktus, A; Stenetorp, P; Lewis, P; Wu, Y; Liu, L; Minervini, P; Küttler, H; Piktus, A; Stenetorp, P; Riedel, S; - view fewer (2021) Paq: 65 million probably-asked questions and what you can do with them. Transactions of the Association for Computational Linguistics , 9 pp. 1098-1115. 10.1162/tacl_a_00415.

Li, Jie; (2021) BGP-Multipath Routing in the Internet. Doctoral thesis (Ph.D), UCL (University College London).

Li, L; Bano, S; Deprest, J; David, AL; Stoyanov, D; Vasconcelos, F; (2021) Globally Optimal Fetoscopic Mosaicking Based on Pose Graph Optimisation With Affine Constraints. IEEE Robotics and Automation Letters , 6 (4) pp. 7831-7838. 10.1109/LRA.2021.3100938.

Li, Le; Guedj, Benjamin; (2021) Sequential Learning of Principal Curves: Summarizing Data Streams on the Fly. Entropy , 23 (11) , Article 1534. 10.3390/e23111534.

Li, X; Han, X; Zhou, Z; Yuan, M; Zeng, J; Wang, J; (2021) Grassland: A Rapid Algebraic Modeling System for Million-variable Optimization. In: Demartini, G and Zuccon, G and Culpepper, JS and Huang, Z and Tong, H, (eds.) CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. (pp. pp. 3925-3934). Association for Computing Machinery (ACM): New York, NY, USA.

Li, Y; Shou, J; Treleaven, P; Wang, J; (2021) Graph neural network for merger and acquisition prediction. In: Proceedings of the ICAIF 2021 - 2nd ACM International Conference on AI in Finance. (pp. pp. 1-8). ACM (Association for Computing Machinery)

Li, Yinfei; (2021) Graph Theory and Neural Network Analysis of Data-Driven Private Equity. Doctoral thesis (Ph.D), UCL (University College London).

Li, J; Zhou, S; Giotsas, V; (2021) Performance Analysis of Multipath BGP. In: Proceedings of IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE: Vancouver, Canada.

Lin, H; Zhou, Y; Slator, P; Alexander, D; (2021) Generalised Super Resolution for Quantitative MRI Using Self-supervised Mixture of Experts. In: De Bruijne, M and Cattin, PC and Cotin, S and Padoy, N and Speidel, S and Zheng, Y and Essert, C, (eds.) Medical Image Computing and Computer Assisted Intervention – MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part VI. (pp. pp. 44-54). Springer: Cham, Switzerland.

Lindenroth, L; Bano, S; Stilli, A; Manjaly, JG; Stoyanov, D; (2021) A Fluidic Soft Robot for Needle Guidance and Motion Compensation in Intratympanic Steroid Injections. IEEE Robotics and Automation Letters , 6 (2) pp. 871-878. 10.1109/LRA.2021.3051568.

Ling, C; AbuHilal, I; Blackburn, J; Cristofaro, ED; Zannettou, S; Stringhini, G; (2021) Dissecting the Meme Magic: Understanding Indicators of Virality in Image Memes. In: Proceedings of the ACM on Human-Computer Interaction. Association for Computing Machinery (ACM): New York, NY, USA.

Liu, Q; Steed, A; (2021) Social Virtual Reality Platform Comparison and Evaluation Using a Guided Group Walkthrough Method. Frontiers in Virtual Reality , 2 , Article 668181. 10.3389/frvir.2021.668181.

Liu, Chaoyu K.; (2021) Patterns, Influences and Genetic Underpinnings of the Development of ADHD. Doctoral thesis (Ph.D), UCL (University College London).

Liu, J; Balatti, P; Ellis, K; Hadjivelichkov, D; Stoyanov, D; Ajoudani, A; Kanoulas, D; (2021) Garbage Collection and Sorting with a Mobile Manipulator using Deep Learning and Whole-Body Control. In: Proceedings of the 2020 IEEE-RAS 20th International Conference on Humanoid Robots (Humanoids). (pp. pp. 408-414). Institute of Electrical and Electronics Engineers (IEEE): Munich, Germany.

Liu, J; Drga, V; Yasin, I; (2021) Optimal Time Window for the Integration of Spatial Audio-Visual Information in Virtual Environments. In: Proceedings of the IEEE Virtual Reality and 3D User Interfaces (VR) 2020. (pp. pp. 723-728). Institute of Electrical and Electronics Engineers (IEEE)

Llanos, J; (2021) Transparency reporting on terrorist and violent extremist content online: An update on the global top 50 content sharing services. (OECD Digital Economy Papers 313 ). OECD Publishing, Paris: Paris, Fance.

Llanos, J; (2021) Transparency Reporting: Considerations for the Review of the OECD Privacy Guidelines. (OECD Digital Economy Papers 309 ). OECD Publishing: Paris, Fance.

Llorente, Isaac; Oxtoby, Neil; (2021) Correction of AV-1451 tau-PET signal. Presented at: New Horizons in Alzheimer's Disease (NHAD 2021), Leuven, Belgium.

Löning, Markus; (2021) Machine Learning with Time Series: A Taxonomy of Learning Tasks, Development of a Unified Framework, and Comparative Benchmarking of Algorithms. Doctoral thesis (Ph.D), UCL (University College London).

Lovdahl Gormsen, L; Llanos, JT; (2021) Facebook’s Anticompetitive Lean in Strategies. SSRN 10.2139/ssrn.3400204.

Lu, Bo; Li, Bin; Chen, Wei; Jin, Yueming; Zhao, Zixu; Dou, Qi; Heng, Pheng-Ann; Lu, Bo; Li, Bin; Chen, Wei; Jin, Yueming; Zhao, Zixu; Dou, Qi; Heng, Pheng-Ann; Liu, Yunhui; - view fewer (2021) Toward Image-Guided Automated Suture Grasping Under Complex Environments: A Learning-Enabled and Optimization-Based Holistic Framework. IEEE Transactions on Automation Science and Engineering 10.1109/tase.2021.3136185.

Lucena, O; Vos, SB; Vakharia, V; Duncan, J; Ashkan, K; Sparks, R; Ourselin, S; (2021) Enhancing the Estimation of Fiber Orientation Distributions using Convolutional Neural Networks. Computers in Biology and Medicine , 135 , Article 104643. 10.1016/j.compbiomed.2021.104643.

Lucka, F; Pérez-Liva, M; Treeby, BE; Cox, BT; (2021) High Resolution 3D Ultrasonic Breast Imaging by Time-Domain Full Waveform Inversion. Inverse Problems 10.1088/1361-6420/ac3b64. (In press).

Lugo-Martinez, J; Zeiberg, D; Gaudelet, T; Malod-Dognin, N; Przulj, N; Radivojac, P; (2021) Classification in biological networks with hypergraphlet kernels. Bioinformatics , 37 (7) pp. 1000-1007. 10.1093/bioinformatics/btaa768.

Luise, Giulia; (2021) Entropic Optimal Transport in Machine Learning: applications to distributional regression, barycentric estimation and probability matching. Doctoral thesis (Ph.D), UCL (University College London).

Lunz, S; Hauptmann, A; Tarvainen, T; Schönlieb, C-B; Arridge, S; (2021) On Learned Operator Correction in Inverse Problems. SIAM Journal on Imaging Sciences , 14 (1) pp. 92-127. 10.1137/20m1338460.

Luu, DT; Napoletano, M; Barucca, P; Battiston, S; (2021) Collateral Unchained: Rehypothecation networks, concentration and systemic effects. Journal of Financial Stability , 52 , Article 100811. 10.1016/j.jfs.2020.100811.

M

Ma, W; Chekam, TT; Papadakis, M; Harman, M; (2021) MuDelta: Delta-Oriented Mutation Testing at Commit Time. In: 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE). (pp. pp. 897-909). IEEE: Madrid, ES.

Mai, KT; Davies, T; Griffin, LD; (2021) Brittle Features May Help Anomaly Detection. In: Proceedings of the 9th Women in Computer Vision workshop at CVPR (2021). Women in Computer Vision: Virtual conference.

Maier-Hein, L; Eisenmann, M; Sarikaya, D; März, K; Collins, T; Malpani, A; Fallert, J; ... Speidel, S; + view all Maier-Hein, L; Eisenmann, M; Sarikaya, D; März, K; Collins, T; Malpani, A; Fallert, J; Feussner, H; Giannarou, S; Mascagni, P; Nakawala, H; Park, A; Pugh, C; Stoyanov, D; Vedula, SS; Cleary, K; Fichtinger, G; Forestier, G; Gibaud, B; Grantcharov, T; Hashizume, M; Heckmann-Nötzel, D; Kenngott, HG; Kikinis, R; Mündermann, L; Navab, N; Onogur, S; Roß, T; Sznitman, R; Taylor, RH; Tizabi, MD; Wagner, M; Hager, GD; Neumuth, T; Padoy, N; Collins, J; Gockel, I; Goedeke, J; Hashimoto, DA; Joyeux, L; Lam, K; Leff, DR; Madani, A; Marcus, HJ; Meireles, O; Seitel, A; Teber, D; Ückert, F; Müller-Stich, BP; Jannin, P; Speidel, S; - view fewer (2021) Surgical Data Science - from Concepts toward Clinical Translation. Medical Image Analysis , Article 102306. 10.1016/j.media.2021.102306. (In press).

Maneas, E; Hauptmann, A; Alles, EJ; Xia, W; Vercauteren, T; Ourselin, S; David, AL; ... Desjardins, AE; + view all Maneas, E; Hauptmann, A; Alles, EJ; Xia, W; Vercauteren, T; Ourselin, S; David, AL; Arridge, S; Desjardins, AE; - view fewer (2021) Deep Learning for Instrumented Ultrasonic Tracking: From synthetic training data to in vivo application. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 10.1109/tuffc.2021.3126530. (In press).

Manning, JB; Blandford, A; Edbrooke-Childs, J; Marshall, P; (2021) Digital Companion Choice to Support Teachers’ Stress Self-management: Systematic Approach Through Taxonomy Creation. JMIR Formative Research , 6 (2) , Article e32312. 10.2196/32312.

Marchã, MJM; Browne, IWA; (2021) Large-scale clustering amongst <i>Fermi</i> blazars; evidence for axis alignments? Monthly Notices of the Royal Astronomical Society , 507 (1) pp. 1361-1368. 10.1093/mnras/stab1872.

Marconi, GM; Camoriano, R; Rosasco, L; Ciliberto, C; (2021) Structured Prediction for CRISP Inverse Kinematics Learning With Misspecified Robot Models. IEEE Robotics and Automation Letters , 6 (3) pp. 5650-5657. 10.1109/LRA.2021.3063978.

Marcus, HJ; Khan, DZ; Borg, A; Buchfelder, M; Cetas, JS; Collins, JW; Dorward, NL; ... Laws, ER; + view all Marcus, HJ; Khan, DZ; Borg, A; Buchfelder, M; Cetas, JS; Collins, JW; Dorward, NL; Fleseriu, M; Gurnell, M; Javadpour, M; Jones, PS; Koh, CH; Horsfall, HL; Mamelak, AN; Mortini, P; Muirhead, W; Oyesiku, NM; Schwartz, TH; Sinha, S; Stoyanov, D; Syro, L; Tsermoulas, G; Williams, A; Winder, MJ; Zada, G; Laws, ER; - view fewer (2021) Pituitary society expert Delphi consensus: operative workflow in endoscopic transsphenoidal pituitary adenoma resection. Pituitary 10.1007/s11102-021-01162-3. (In press).

Marginean, A; (2021) Automated Software Transplantation. Doctoral thesis (Ph.D), UCL (University College London).

Marikyan, D; Llanos, J; Barati, M; Aujla, G; Li, Y; Adu-Duodu, K; Tahir, S; ... Carr, M; + view all Marikyan, D; Llanos, J; Barati, M; Aujla, G; Li, Y; Adu-Duodu, K; Tahir, S; Rana, O; Papagiannidis, S; Ranjan, R; Carr, M; - view fewer (2021) Privacy Cloud Services: Are We There Yet? In: 2021 IEEE International Conference on Service-Oriented System Engineering (SOSE). (pp. pp. 11-19). IEEE

Marin, S; Pereira, LC; Pimentel, E; Sales, E; (2021) A Pure View of Ecumenical Modalities. In: Logic, Language, Information, and Computation. WoLLIC 2021. Lecture Notes in Computer Science. (pp. pp. 388-407). Springer: Cham, Switzerland.

Marinescu, Razvan V; Moyer, Daniel; Golland, Polina; (2021) Bayesian Image Reconstruction using Deep Generative Models. In: Proceedings of NeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications. NeurIPS (Neural Information Processing Systems Foundation): San Diego, CA, USA.

Marquardt, N; Henry Riche, N; Holz, C; Romat, H; Pahud, M; Brudy, F; Ledo, D; ... Hinckley, K; + view all Marquardt, N; Henry Riche, N; Holz, C; Romat, H; Pahud, M; Brudy, F; Ledo, D; Park, C; Nicholas, MJ; Seyed, T; Ofek, E; Lee, B; Buxton, WAS; Hinckley, K; - view fewer (2021) AirConstellations: In-Air Device Formations for Cross-Device Interaction via Multiple Spatially-Aware Armatures. In: Proceedings of the UIST '21: The 34th Annual ACM Symposium on User Interface Software and Technology. (pp. pp. 1252-1268). ACM: Virtual Event, USA.

Marris, Luke; Muller, Paul; Lanctot, Marc; Tuyls, Karl; Graepel, Thore; (2021) Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers. In: Meila, M and Zhang, T, (eds.) Proceedings of the 38th International Conference on Machine Learning. (pp. pp. 7480-7491). Proceedings of Machine Learning Research

Mason, H; Cristoni, L; Walden, A; Lazzari, R; Pulimood, T; Grandjean, L; Wheeler-Kingshott, CAMG; ... Baum, ZMC; + view all Mason, H; Cristoni, L; Walden, A; Lazzari, R; Pulimood, T; Grandjean, L; Wheeler-Kingshott, CAMG; Hu, Y; Baum, ZMC; - view fewer (2021) Lung Ultrasound Segmentation and Adaptation Between COVID-19 and Community-Acquired Pneumonia. In: International Workshop on Advances in Simplifying Medical Ultrasound ASMUS 2021: Simplifying Medical Ultrasound. (pp. pp. 45-53). Springer: Cham, Switzerland.

Maurer, A; Pontil, M; (2021) Concentration inequalities under sub-Gaussian and sub-exponential conditions. In: Ranzato, M and Beygelzimer, A and Dauphin, Y and Liang, PS and Wortman Vaughan, J, (eds.) Advances in Neural Information Processing Systems. (pp. pp. 7588-7597). NeurIPS

Maurer, Andreas; Parletta, Daniela Angela; Paudice, Andrea; Pontil, Massimiliano; (2021) Robust Unsupervised Learning via L-statistic Minimization. In: Meila, Marina and Zhang, Tong, (eds.) Proceedings of the 38th International Conference on Machine Learning. (pp. pp. 7524-7533). PMLR

Mayo, Hugo; Shipman, Alastair; Giunchi, Daniele; Bovo, Riccardo; Steed, Anthony; Heinis, Thomas; (2021) VR Toolkit for Identifying Group Characteristics. Collective Dynamics , 6 pp. 1-17. 10.17815/CD.2021.119.

McGuire, Steve; Furlong, P Michael; Heckman, Christoffer; Julier, Simon; Ahmed, Nisar; (2021) Human-Aware Reinforcement Learning for Fault Recovery Using Contextual Gaussian Processes. Journal of Aerospace Information Systems , 18 (7) 10.2514/1.i010921.

Mcpheat, L; Wijnholds, G; Sadrzadeh, M; Correia, A; Toumi, A; (2021) Anaphora and Ellipsis in Lambek Calculus with a Relevant Modality: Syntax and Semantics. Journal of Cognitive Science , 22 (2) pp. 1-34.

McPheat, L; Sadrzadeh, M; Wazni, H; Wijnholds, G; (2021) Categorical vector space semantics for lambek calculus with a relevant modality (extended abstract). In: Spivak, D and Vicary, J, (eds.) EPTCS 333 Proceedings of the 3rd Annual International Applied Category Theory Conference 2020. (pp. pp. 168-182). EPTCS: Cambridge, MA, USA.

Medeiros, D; Anjos, RD; Pantidi, N; Huang, K; Sousa, M; Anslow, C; Jorge, J; (2021) Promoting reality awareness in virtual reality through proxemics. In: 2021 IEEE Virtual Reality and 3D User Interfaces (VR). (pp. pp. 21-30). IEEE: Lisboa, Portugal.

Meireles, OR; Rosman, G; Altieri, MS; Carin, L; Hager, G; Madani, A; Padoy, N; ... Nguyen, H; + view all Meireles, OR; Rosman, G; Altieri, MS; Carin, L; Hager, G; Madani, A; Padoy, N; Pugh, CM; Sylla, P; Ward, TM; Hashimoto, DA; Ban, Y; Filicori, F; Mascagni, P; Mellinger, J; Schlacta, C; Speidel, S; Juergens, T; Garcia-Kilroy, P; Asselman, D; Bohnen, J; Draelos, RB; Fuchs, H; Henao, R; Sarikaya, D; Boyle, C; Fer, D; Li, Z; Ramadorai, A; Stoyanov, D; Yoo, A; Gonzalez, C; Oleynikov, D; Pratt, J; Scott, D; Vedula, S; Witkowski, E; Shimizu, T; Tousignant, M; Azagury, D; Bridault, F; Dunkin, B; Grantcharov, T; Jannin, P; Malpani, A; Perretta, S; Schwaitzberg, S; Jarc, A; Landfors, K; Mahadik, A; Nguyen, H; - view fewer (2021) SAGES consensus recommendations on an annotation framework for surgical video. Surgical Endoscopy , 35 pp. 4918-4929. 10.1007/s00464-021-08578-9.

Menendez, HD; Clark, D; (2021) Hashing Fuzzing: Introducing Input Diversity to Improve Crash Detection. IEEE Transactions on Software Engineering 10.1109/TSE.2021.3100858. (In press).

Menendez, Jorge Aurelio; (2021) A theory of sensorimotor learning for brain-machine interface control. Doctoral thesis (Ph.D), UCL (University College London).

Menendez, H; Jahangirova, G; Sarro, F; Tonella, P; Clark, D; (2021) Diversifying Focused Testing for Unit Testing. ACM Transactions on Software Engineering and Methodology , Article 44. 10.1145/3461694.

Menéndez, HD; Clark, D; T Barr, E; (2021) Getting Ahead of the Arms Race: Hothousing the Coevolution of VirusTotal with a Packer. Entropy , 23 (4) , Article 395. 10.3390/e23040395.

Mengoudi, Kyriaki; (2021) Digital Oculomotor Biomarkers in Dementia. Doctoral thesis (Ph.D), UCL (University College London).

Mguni, David; Wu, Yutong; Du, Yali; Yang, Yaodong; Wang, Ziyi; Li, Minne; Wen, Ying; ... Wang, Jun; + view all Mguni, David; Wu, Yutong; Du, Yali; Yang, Yaodong; Wang, Ziyi; Li, Minne; Wen, Ying; Jennings, Joel; Wang, Jun; - view fewer (2021) Learning in Nonzero-Sum Stochastic Games with Potentials. In: Meila, M and Zhang, T, (eds.) Proceedings of Machine Learning Research (PMLR). MLResearchPress

Mikhailiuk, A; Perez-Ortiz, M; Yue, D; Suen, WS; Mantiuk, R; (2021) Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality. IEEE Transactions on Multimedia 10.1109/TMM.2021.3076298. (In press).

Milighetti, M; Shawe-Taylor, J; Chain, B; (2021) Predicting T Cell Receptor Antigen Specificity From Structural Features Derived From Homology Models of Receptor-Peptide-Major Histocompatibility Complexes. Frontiers in Physiology , 12 , Article 730908. 10.3389/fphys.2021.730908.

Min, Sewon; Boyd-Graber, Jordan; Alberti, Chris; Chen, Danqi; Choi, Eunsol; Collins, Michael; Guu, Kelvin; ... Yih, Wen-tau; + view all Min, Sewon; Boyd-Graber, Jordan; Alberti, Chris; Chen, Danqi; Choi, Eunsol; Collins, Michael; Guu, Kelvin; Hajishirzi, Hannaneh; Lee, Kenton; Palomaki, Jennimaria; Raffel, Colin; Roberts, Adam; Kwiatkowski, Tom; Lewis, Patrick; Wu, Yuxiang; Küttler, Heinrich; Liu, Linqing; Minervini, Pasquale; Stenetorp, Pontus; Riedel, Sebastian; Yang, Sohee; Seo, Minjoon; Izacard, Gautier; Petroni, Fabio; Hosseini, Lucas; Cao, Nicola De; Grave, Edouard; Yamada, Ikuya; Shimaoka, Sonse; Suzuki, Masatoshi; Miyawaki, Shumpei; Sato, Shun; Takahashi, Ryo; Suzuki, Jun; Fajcik, Martin; Docekal, Martin; Ondrej, Karel; Smrz, Pavel; Cheng, Hao; Shen, Yelong; Liu, Xiaodong; He, Pengcheng; Chen, Weizhu; Gao, Jianfeng; Oguz, Barlas; Chen, Xilun; Karpukhin, Vladimir; Peshterliev, Stan; Okhonko, Dmytro; Schlichtkrull, Michael; Gupta, Sonal; Mehdad, Yashar; Yih, Wen-tau; - view fewer (2021) NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned. Proceedings of Machine Learning Research , 133 pp. 86-111.

Mitic, Peter; (2021) Operational Risk Reverse Stress Testing: Optimal Solutions. Mathematical and Computational Applications , 26 (2) , Article 38. 10.3390/mca26020038.

Mitic, Peter; (2021) Reputation auto-correlation: Implications for simulation. In: Armenia, Stefano and Geril, Philippe, (eds.) Proceedings of the 35th Annual European Simulation and Modelling Conference 2021, ESM 2021. (pp. pp. 224-231). EUROSIS

Mitra, Bhaskar; (2021) Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval. Doctoral thesis (Ph.D), UCL (University College London).

Moffat, L; Jones, DT; (2021) Increasing the Accuracy of Single Sequence Prediction Methods Using a Deep Semi-Supervised Learning Framework. Bioinformatics 10.1093/bioinformatics/btab491. (In press).

Mohamed, Sameh K; Walsh, Brian; Timilsina, Mohan; Torrente, Maria; Franco, Fabio; Provencio, Mariano; Janik, Adrianna; ... Nováček, Vít; + view all Mohamed, Sameh K; Walsh, Brian; Timilsina, Mohan; Torrente, Maria; Franco, Fabio; Provencio, Mariano; Janik, Adrianna; Costabello, Luca; Minervini, Pasquale; Stenetorp, Pontus; Nováček, Vít; - view fewer (2021) On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer. AMIA Annual Symposium Proceedings Archive , 2021 pp. 853-862.

Montalt-Tordera, J; Muthurangu, V; Hauptmann, A; Steeden, JA; (2021) Machine learning in Magnetic Resonance Imaging: Image reconstruction. Physica Medica , 83 pp. 79-87. 10.1016/j.ejmp.2021.02.020.

Morin, A; Vasek, M; Moore, T; (2021) Detecting Text Reuse in Cryptocurrency Whitepapers. In: 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC). IEEE: Sydney, Australia.

Morreale, Luca; Aigerman, Noam; Kim, Vladimir; Mitra, Niloy J; (2021) Neural Surface Maps. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 4637-4646). IEEE: Nashville, TN, USA.

Mozes, M; Bartolo, M; Stenetorp, P; Kleinberg, B; Griffin, LD; (2021) Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification. In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. (pp. pp. 8258-8270). Association for Computational Linguistics: Online and Punta Cana, Dominican Republic.

Mozes, M; Stenetorp, P; Kleinberg, B; Griffin, LD; (2021) Frequency-guided word substitutions for detecting textual adversarial examples. In: (pp. pp. 171-186).

Mozumder, M; Hauptmann, A; Nissilä, I; Arridge, SR; Tarvainen, T; (2021) A model-based iterative learning approach for diffuse optical tomography. IEEE Transactions on Medical Imaging 10.1109/TMI.2021.3136461. (In press).

Mueller, Norman; Wong, Yu-Shiang; Mitra, Niloy J; Dai, Angela; Niessner, Matthias; (2021) Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 6067-6076). IEEE: Nashville, TN, USA.

Mura, C; Pajarola, R; Schindler, K; Mitra, N; (2021) Walk2Map: Extracting Floor Plans from Indoor Walk Trajectories. Computer Graphics Forum , 40 (2) pp. 375-388. 10.1111/cgf.142640.

Murdoch, Steven J.; Seng, Daniel; Schafer, Burkhard; Mason, Stephen; (2021) The sources and characteristics of electronic evidence and artificial intelligence. In: Mason, S and Seng, D, (eds.) Electronic Evidence and Electronic Signatures. (pp. 1-50). University of London Press: London, UK.

Musolesi, M; Kucukozer Cavdar, S; Taskaya-Temizel, T; Mehrotra, A; Tino, P; (2021) Designing Robust Models for Behaviour Prediction using Sparse Data from Mobile Sensing: A Case Study of Office Workers’ Availability for Wellbeing Interventions. ACM Transactions on Computing for Healthcare (In press).

Mustafa, Armin; Caliskan, Akin; Agapito, Lourdes; Hilton, Adrian; (2021) Multi-person Implicit Reconstruction from a Single Image. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. (pp. pp. 14469-14478). Institute of Electrical and Electronics Engineers (IEEE)

N

Naslidnyk, Mariia; Gonzalez, Javier; Mahsereci, Maren; (2021) Invariant Priors for Bayesian Quadrature. Cornell University: Ithaca (NY), USA.

Nazir, S; Cagali, T; Sadrzadeh, M; Newell, C; (2021) Audiovisual, Genre, Neural and Topical Textual Embeddings for TV Programme Content Representation. In: 020 IEEE International Symposium on Multimedia (ISM). (pp. pp. 197-200). IEEE: Naples, Italy.

Neary-Zajiczek, L; Essmann, C; Rau, A; Bano, S; Clancy, N; Jansen, M; Heptinstall, L; ... Stoyanov, D; + view all Neary-Zajiczek, L; Essmann, C; Rau, A; Bano, S; Clancy, N; Jansen, M; Heptinstall, L; Miranda, E; Gander, A; Pawar, V; Fernandez-Reyes, D; Shaw, M; Davidson, B; Stoyanov, D; - view fewer (2021) Stain-free identification of tissue pathology using a generative adversarial network to infer nanomechanical signatures. Nanoscale Advances , 3 (22) pp. 6403-6414. 10.1039/d1na00527h.

Necci, M; Piovesan, D; CAID Predictors, .; DisProt Curators, .; Tosatto, SCE; (2021) Critical assessment of protein intrinsic disorder prediction. Nature Methods , 18 (5) pp. 472-481. 10.1038/s41592-021-01117-3.

Nelson, G; Boehm, U; Bagley, S; Bajcsy, P; Bischof, J; Brown, CM; Dauphin, A; ... Nitschke, R; + view all Nelson, G; Boehm, U; Bagley, S; Bajcsy, P; Bischof, J; Brown, CM; Dauphin, A; Dobbie, IM; Eriksson, JE; Faklaris, O; Fernandez-Rodriguez, J; Ferrand, A; Gelman, L; Gheisari, A; Hartmann, H; Kukat, C; Laude, A; Mitkovski, M; Munck, S; North, AJ; Rasse, TM; Resch-Genger, U; Schuetz, LC; Seitz, A; Strambio-De-Castillia, C; Swedlow, JR; Alexopoulos, I; Aumayr, K; Avilov, S; Bakker, G-J; Bammann, RR; Bassi, A; Beckert, H; Beer, S; Belyaev, Y; Bierwagen, J; Birngruber, KA; Bosch, M; Breitlow, J; Cameron, LA; Chalfoun, J; Chambers, JJ; Chen, C-L; Conde-Sousa, E; Corbett, AD; Cordelieres, FP; Nery, ED; Dietzel, R; Eismann, F; Fazeli, E; Felscher, A; Fried, H; Gaudreault, N; Goh, WI; Guilbert, T; Hadleigh, R; Hemmerich, P; Holst, GA; Itano, MS; Jaffe, CB; Jambor, HK; Jarvis, SC; Keppler, A; Kirchenbuechler, D; Kirchner, M; Kobayashi, N; Krens, G; Kunis, S; Lacoste, J; Marcello, M; Martins, GG; Metcalf, DJ; Mitchell, CA; Moore, J; Mueller, T; Nelson, MS; Ogg, S; Onami, S; Palmer, AL; Paul-Gilloteaux, P; Pimentel, JA; Plantard, L; Podder, S; Rexhepaj, E; Royon, A; Saari, MA; Schapman, D; Schoonderwoert, V; Schroth-Diez, B; Schwartz, S; Shaw, M; Spitaler, M; Stoeckl, MT; Sudar, D; Teillon, J; Terjung, S; Thuenauer, R; Wilms, CD; Wright, GD; Nitschke, R; - view fewer (2021) QUAREP-LiMi: A community-driven initiative to establish guidelines for quality assessment and reproducibility for instruments and images in light microscopy. Journal of Microscopy , 284 (1) pp. 56-73. 10.1111/jmi.13041.

Neubauer, L; Gold, N; Olugbade, T; Williams, A; Berthouze, N; (2021) Functional Musical Sonification for Chronic Pain Support. In: Proceedings of X Ubiquitous Music. (In press).

Newbold, JW; Rudnicka, A; Cook, D; Cecchinato, M; Gould, S; Cox, AL; (2021) The new normals of work: a framework for understanding responses to disruptions created by new futures of work. Human–Computer Interaction 10.1080/07370024.2021.1982391. (In press).

Niepert, M; Minervini, P; Franceschi, L; (2021) Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions. In: Ranzato, M and Beygelzimer, A and Dauphin, Y and Liang, PS and Wortman Vaughan, J, (eds.) Advances in Neural Information Processing Systems 34 (NeurIPS 2021). (pp. pp. 14567-14579). NeurIPS

Nieves, Nicolas Perez; Yang, Yaodong; Slumbers, Oliver; Mguni, David Henry; Wen, Ying; Wang, Jun; (2021) Modelling Behavioural Diversity for Learning in Open-Ended Games. In: Meila, M and Zhang, T, (eds.) Proceedings of Machine Learning Research (PMLR). MLResearchPress

O

Oala, L; Murchison, AG; Balachandran, P; Choudhary, S; Fehr, J; Leite, AW; Goldschmidt, PG; ... Wiegand, T; + view all Oala, L; Murchison, AG; Balachandran, P; Choudhary, S; Fehr, J; Leite, AW; Goldschmidt, PG; Johner, C; Schorverth, EDM; Nakasi, R; Meyer, M; Cabitza, F; Baird, P; Prabhu, C; Weicken, E; Liu, X; Wenzel, M; Vogler, S; Akogo, D; Alsalamah, S; Kazim, E; Koshiyama, A; Piechottka, S; Macpherson, S; Shadforth, I; Geierhofer, R; Matek, C; Krois, J; Sanguinetti, B; Arentz, M; Bielik, P; Calderon-Ramirez, S; Abbood, A; Langer, N; Haufe, S; Kherif, F; Pujari, S; Samek, W; Wiegand, T; - view fewer (2021) Machine Learning for Health: Algorithm Auditing & Quality Control. Journal of Medical Systems , 45 (12) , Article 105. 10.1007/s10916-021-01783-y.

Obrist, M; (2021) Multisensory Experiences: Where the Senses Meet Technology. In: Human-Computer Interaction – INTERACT 2021. (pp. pp. 9-13). Springer: Cham, Switzerland.

Oldfrey, B; Barbareschi, G; Morjaria, P; Giltsoff, T; Massie, J; Miodownik, M; Holloway, C; (2021) Could assistive technology provision models help pave the way for more environmentally sustainable models of product design, manufacture and service in a post-covid world? Sustainability , 13 (19) , Article 10867. 10.3390/su131910867.

Oldfrey, B; Tchorzewska, A; Jackson, R; Croysdale, M; Loureiro, R; Holloway, C; Miodownik, M; (2021) Additive manufacturing techniques for smart prosthetic liners. Medical Engineering and Physics , 87 pp. 45-55. 10.1016/j.medengphy.2020.11.006.

Olugbade, T; Cho, Y; Morgan, Z; Abd El Ghani, M; Berthouze, N; (2021) Toward Intelligent Car Comfort Sensing: New Dataset and Analysis of Annotated Physiological Metrics. In: International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII. IEEE: Nara, Japan.

Olugbade, T; Sagoleo, R; Ghisio, S; Gold, N; Williams, A; de Gelder, B; Camurri, A; ... Berthouze, N; + view all Olugbade, T; Sagoleo, R; Ghisio, S; Gold, N; Williams, A; de Gelder, B; Camurri, A; Volpe, G; Berthouze, N; - view fewer (2021) The AffectMove 2021 Challenge - Affect Recognition from Naturalistic Movement Data. In: Proceedings of the 9th International Conference on Affective Computing & Intelligent Interaction (ACII 2021). IEEE: Virtual conference. (In press).

Oni, O; Letier, E; (2021) Analyzing Uncertainty in Release Planning: A Method and Experiment for Fixed-Date Release Cycles. ACM Transactions on Software Engineering and Methodology , 31 (2) , Article 24. 10.1145/3490487.

Opie, J; Bellio, M; Williams, R; Sussman, M; Voegele, P; Welch, J; Blandford, A; (2021) Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management. Frontiers in Big Data , 4 10.3389/fdata.2021.654914.

Orlosky, J; Sra, M; Bektaş, K; Peng, H; Kim, J; Kos’myna, N; Höllerer, T; ... Akşit, K; + view all Orlosky, J; Sra, M; Bektaş, K; Peng, H; Kim, J; Kos’myna, N; Höllerer, T; Steed, A; Kiyokawa, K; Akşit, K; - view fewer (2021) Telelife: The Future of Remote Living. Frontiers in Virtual Reality , 2 , Article 763340. 10.3389/frvir.2021.763340.

Owen, D; Grammatikopoulou, M; Luengo, I; Stoyanov, D; (2021) Detection of Critical Structures in Laparoscopic Cholecystectomy Using Label Relaxation and Self-supervision. In: DeBruijne, M and Cattin, PC and Cotin, S and Padoy, N and Speidel, S and Zheng, Y and Essert, C, (eds.) Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. (pp. pp. 321-330). Springer Nature: Cham, Switzerland.

Owoeye, Kehinde; (2021) On computational models of animal movement behaviour. Doctoral thesis (Ph.D), UCL (University College London).

Owoeye, K; (2021) Forecasting Avian Migration Patterns using a Deep Bidirectional RNN Augmented with an Auxiliary Task. In: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Special track on AI for CompSust and Human well-being. (pp. pp. 4382-4388). IJCAI International Joint Conferences on Artificial Intelligence Organization: Yokohama, Japan.

Oxtoby, N; Leyland, L; Aksman, L; Thomas, G; Bunting, E; Wijeratne, P; Young, A; ... Weil, R; + view all Oxtoby, N; Leyland, L; Aksman, L; Thomas, G; Bunting, E; Wijeratne, P; Young, A; Zarkali, A; Tan, M; Bremner, F; Keane, P; Morris, H; Schrag, A; Alexander, D; Weil, R; - view fewer (2021) Sequence of clinical and neurodegeneration events in Parkinson’s disease progression. Brain , Article awaa461. 10.1093/brain/awaa461.

P

Pachtrachai, K; Vasconcelos, F; Edwards, P; Stoyanov, D; (2021) Learning to Calibrate - Estimating the Hand-eye Transformation without Calibration Objects. IEEE Robotics and Automation Letters , 6 (4) pp. 7309-7316. 10.1109/LRA.2021.3098942.

Paige, B; Bell, J; Bellet, A; Gascón, A; Ezer, D; (2021) Reconstructing Genotypes in Private Genomic Databases from Genetic Risk Scores. Journal of Computational Biology , 28 (5) pp. 435-451. 10.1089/cmb.2020.0445.

Pakzad, Ashkan; Cheung, Wing Keung; Quan, Kin; Mogulkoc, Nesrin; Moorsel, Coline HM Van; Bartholmai, Brian J; Es, Hendrik W Van; ... Jacob, Joseph; + view all Pakzad, Ashkan; Cheung, Wing Keung; Quan, Kin; Mogulkoc, Nesrin; Moorsel, Coline HM Van; Bartholmai, Brian J; Es, Hendrik W Van; Ezircan, Alper; Beek, Frouke Van; Veltkamp, Marcel; Karwoski, Ronald A; Peikert, Tobias; Clay, Ryan D; Foley, Finbar; Braun, Cassandra; Savas, Recep; Sudre, Carole H; Doel, Tom; Alexander, Daniel C; Wijeratne, Peter A; Hawkes, David J; Hu, Yipeng; Hurst, John R; Jacob, Joseph; - view fewer (2021) Evaluation of automated airway morphological quantification for assessing fibrosing lung disease. arXiv.org: Ithaca (NY), USA.

Pan, B; Arridge, SR; Lucka, F; Cox, BT; Huynh, N; Beard, PC; Zhang, EZ; Pan, B; Arridge, SR; Lucka, F; Cox, BT; Huynh, N; Beard, PC; Zhang, EZ; Betcke, MM; - view fewer (2021) Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image Versus Data Domain. IEEE Transactions on Computational Imaging , 7 pp. 879-893. 10.1109/TCI.2021.3103606.

Pancotto, F; Righi, S; (2021) Reflectivity relates differently to pro sociality in naïve and strategic subjects. Scientific Reports , 11 (1) 10.1038/s41598-021-91960-3.

Pantazis, O; Brostow, G; Jones, K; Mac Aodha, O; (2021) Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring. In: Proceedings of International Conference on Computer Vision. IEEE (In press).

Papadamou, K; Zannettou, S; Blackburn, J; De Cristofaro, E; Stringhini, G; Sirivianos, M; (2021) "how over is it?" Understanding the Incel Community on YouTube. In: Proceedings of the ACM on Human-Computer Interaction. (pp. pp. 1-25). ACM

Papasavva, A; Blackburn, J; Stringhini, G; Zannettou, S; Cristofaro, ED; (2021) "Is it a Qoincidence?": An Exploratory Study of QAnon on Voat. In: Leskovec, J and Grobelnik, M and Najork, M and Tang, J and Zia, L, (eds.) WWW '21: Proceedings of the Web Conference 2021. (pp. pp. 460-471). ACM: Association for Computing Machinery: New York, NY, USA.

Papp, G; Kondor, I; Caccioli, F; (2021) Optimizing Expected Shortfall under an l(1) Constraint-An Analytic Approach. Entropy , 23 (5) , Article 523. 10.3390/e23050523.

Para, WR; Bhat, SF; Guerrero, P; Kelly, T; Mitra, N; Guibas, L; Wonka, P; (2021) SketchGen: Generating Constrained CAD Sketches. In: Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021). NeurIPS

Paraboschi, I; De Coppi, P; Stoyanov, D; Anderson, J; Giuliani, S; (2021) Fluorescence imaging in pediatric surgery: State-of-the-art and future perspectives. Journal of Pediatric Surgery , 56 (4) pp. 655-662. 10.1016/j.jpedsurg.2020.08.004.

Park, Bo-Yong; Larivière, Sara; Rodríguez-Cruces, Raul; Royer, Jessica; Tavakol, Shahin; Wang, Yezhou; Caciagli, Lorenzo; ... Bernhardt, Boris C; + view all Park, Bo-Yong; Larivière, Sara; Rodríguez-Cruces, Raul; Royer, Jessica; Tavakol, Shahin; Wang, Yezhou; Caciagli, Lorenzo; Caligiuri, Maria Eugenia; Gambardella, Antonio; Concha, Luis; Keller, Simon S; Cendes, Fernando; Alvim, Marina KM; Yasuda, Clarissa; Bonilha, Leonardo; Gleichgerrcht, Ezequiel; Focke, Niels K; Kreilkamp, Barbara AK; Domin, Martin; von Podewils, Felix; Langner, Soenke; Rummel, Christian; Rebsamen, Michael; Wiest, Roland; Martin, Pascal; Kotikalapudi, Raviteja; Bender, Benjamin; O'Brien, Terence J; Law, Meng; Sinclair, Benjamin; Vivash, Lucy; Kwan, Patrick; Desmond, Patricia M; Malpas, Charles B; Lui, Elaine; Alhusaini, Saud; Doherty, Colin P; Cavalleri, Gianpiero L; Delanty, Norman; Kälviäinen, Reetta; Jackson, Graeme D; Kowalczyk, Magdalena; Mascalchi, Mario; Semmelroch, Mira; Thomas, Rhys H; Soltanian-Zadeh, Hamid; Davoodi-Bojd, Esmaeil; Zhang, Junsong; Lenge, Matteo; Guerrini, Renzo; Bartolini, Emanuele; Hamandi, Khalid; Foley, Sonya; Weber, Bernd; Depondt, Chantal; Absil, Julie; Carr, Sarah JA; Abela, Eugenio; Richardson, Mark P; Devinsky, Orrin; Severino, Mariasavina; Striano, Pasquale; Parodi, Costanza; Tortora, Domenico; Hatton, Sean N; Vos, Sjoerd B; Duncan, John S; Galovic, Marian; Whelan, Christopher D; Bargalló, Núria; Pariente, Jose; Conde-Blanco, Estefania; Vaudano, Anna Elisabetta; Tondelli, Manuela; Meletti, Stefano; Kong, Xiang-Zhen; Francks, Clyde; Fisher, Simon E; Caldairou, Benoit; Ryten, Mina; Labate, Angelo; Sisodiya, Sanjay M; Thompson, Paul M; McDonald, Carrie R; Bernasconi, Andrea; Bernasconi, Neda; Bernhardt, Boris C; - view fewer (2021) Topographic divergence of atypical cortical asymmetry and atrophy patterns in temporal lobe epilepsy. Brain 10.1093/brain/awab417. (In press).

Parker, CS; Veale, T; Bocchetta, M; Slattery, CF; Malone, IB; Thomas, DL; Schott, JM; ... Zhang, H; + view all Parker, CS; Veale, T; Bocchetta, M; Slattery, CF; Malone, IB; Thomas, DL; Schott, JM; Cash, DM; Zhang, H; - view fewer (2021) Not all voxels are created equal: reducing estimation bias in regional NODDI metrics using tissue-weighted means. NeuroImage , Article 118749. 10.1016/j.neuroimage.2021.118749. (In press).

Parkin, S; Chua, YT; (2021) Refining the Blunt Instruments of Cybersecurity: A Framework to Coordinate Prevention and Preservation of Behaviours. In: Proceedings of the 10th International Workshop on Socio-Technical Aspects in Security. Springer: Guildford, UK. (In press).

Pasteris, S; He, T; Vitale, F; Wang, S; Herbster, M; (2021) Online Learning of Facility Locations. In: Proceedings of the 32nd International Conference on Algorithmic Learning Theory. (pp. pp. 1002-1050). PMLR 132

Pataranutaporn, P; Sumini, V; Ekblaw, A; Yashar, M; Häuplik-Meusburger, S; Testa, S; Obrist, M; ... Maes, P; + view all Pataranutaporn, P; Sumini, V; Ekblaw, A; Yashar, M; Häuplik-Meusburger, S; Testa, S; Obrist, M; Donoviel, D; Paradiso, J; Maes, P; - view fewer (2021) SpaceCHI: Designing Human-Computer Interaction Systems for Space Exploration. In: CHI Conference on Human Factors in Computing Systems Extended Abstracts. ACM Press: New York, NY, USA.

Patel, D; (2021) Online Health Communities as a resource for collective sensemaking for men who experience fertility difficulty. In: (Proceedings) The 24th ACM Conference on Computer-Supported Cooperative Work and Social Computing. (In press).

Pemberton, HG; Goodkin, O; Prados, F; Das, RK; Vos, SB; Moggridge, J; Coath, W; ... Alzheimer’s Disease Neuroimaging Initiative; + view all Pemberton, HG; Goodkin, O; Prados, F; Das, RK; Vos, SB; Moggridge, J; Coath, W; Gordon, E; Barrett, R; Schmitt, A; Whiteley-Jones, H; Burd, C; Wattjes, MP; Haller, S; Vernooij, MW; Harper, L; Fox, NC; Paterson, RW; Schott, JM; Bisdas, S; White, M; Ourselin, S; Thornton, JS; Yousry, TA; Cardoso, MJ; Barkhof, F; Alzheimer’s Disease Neuroimaging Initiative; - view fewer (2021) Automated quantitative MRI volumetry reports support diagnostic interpretation in dementia: a multi-rater, clinical accuracy study. European Radiology 10.1007/s00330-020-07455-8. (In press).

Perea-Puente, Sinuhé; Rodríguez-Fortuño, Francisco J; (2021) Dependence of evanescent wave polarization on the losses of guided optical modes. Physical Review B , 104 (8) , Article 085417. 10.1103/physrevb.104.085417.

Perera, A; Sedghi, A; Isen, J; Vos, S; Mousavi, P; Winston, G; (2021) Machine learning to detect brain lesions in focal epilepsy. In: (Proceedings) SPIE Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE

Perez-Ortiz, M; Rivasplata, O; Parrado-Hernandez, E; Guedj, B; Shawe-Taylor, J; (2021) Progress in Self-Certified Neural Networks. In: Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021). NeurIPS

Pérez-Ortiz, M; Rivasplata, O; Shawe-Taylor, J; Szepesvári, C; (2021) Tighter risk certificates for neural networks. Journal of Machine Learning Research , 22 , Article 227.

Perez-Ortiz, Maria; Rivasplata, Omar; Guedj, Benjamin; Gleeson, Matthew; Zhang, Jingyu; Shawe-Taylor, John; Bober, Miroslaw; Perez-Ortiz, Maria; Rivasplata, Omar; Guedj, Benjamin; Gleeson, Matthew; Zhang, Jingyu; Shawe-Taylor, John; Bober, Miroslaw; Kittler, Josef; - view fewer (2021) Learning PAC-Bayes Priors for Probabilistic Neural Networks. ArXiv: Ithaca, NY, USA.

Perez-Ortiz, M; Dormann, C; Rogers, Y; Bulathwela, S; Kreitmayer, S; Yilmaz, E; Noss, R; Perez-Ortiz, M; Dormann, C; Rogers, Y; Bulathwela, S; Kreitmayer, S; Yilmaz, E; Noss, R; Shawe-Taylor, J; - view fewer (2021) X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI. In: Proceedings of the 26th International Conference on Intelligent User Interfaces. (pp. pp. 70-74). ACM: Association for Computing Machinery: New York, NY, USA.

Peter, L; Alexander, DC; Magnain, C; Iglesias, JE; (2021) Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms. IEEE Transactions on Medical Imaging 10.1109/TMI.2021.3070842.

Petke, J; Clark, D; Langdon, WB; (2021) Software robustness: A survey, a theory, and prospects. In: ESEC/FSE 2021: Proceedings of the 29th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. (pp. pp. 1475-1478). Association for Computing Machinery (ACM): New York, NY, USA.

Petroni, F; Piktus, A; Fan, A; Lewis, PSH; Yazdani, M; Cao, ND; Thorne, J; ... Riedel, S; + view all Petroni, F; Piktus, A; Fan, A; Lewis, PSH; Yazdani, M; Cao, ND; Thorne, J; Jernite, Y; Karpukhin, V; Maillard, J; Plachouras, V; Rocktäschel, T; Riedel, S; - view fewer (2021) KILT: a Benchmark for Knowledge Intensive Language Tasks. In: Toutanova, K and Rumshisky, A and Zettlemoyer, L and Hakkani-Tür, D and Beltagy, I and Bethard, S and Cotterell, R and Chakraborty, T and Zhou, Y, (eds.) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. (pp. pp. 2523-2544). Association for Computational Linguistics

Piedeleu, R; Zanasi, F; (2021) A String Diagrammatic Axiomatisation of Finite-State Automata. In: Kiefer, S and Tasson, C, (eds.) Foundations of Software Science and Computation Structures. (pp. pp. 469-489). Springer

Pifferi, A; Dalla Mora, A; Di Sieno, L; Maffeis, G; Tosi, A; Conca, E; Sesta, V; ... Taroni, P; + view all Pifferi, A; Dalla Mora, A; Di Sieno, L; Maffeis, G; Tosi, A; Conca, E; Sesta, V; Giudice, A; Ruggeri, A; Tisa, S; Flocke, A; Rosinski, B; Dinten, JM; Perriollat, M; Sportouche, H; Fraschini, C; Arridge, S; Di Sciacca, G; Farina, A; Panizza, P; Venturini, E; Gordebeke, P; Zolda, P; Taroni, P; - view fewer (2021) SOLUS: a novel multimodal approach to ultrasound and diffuse optics imaging of breast cancer. In: Proceedings of SPIE, vol 11920, Diffuse Optical Spectroscopy and Imaging VIII, 1192003. (pp. p. 1192003). SPIE: Online.

Pifferi, A; Dalla Mora, A; Di Sieno, L; Ferocino, E; Tosi, A; Conca, E; Sesta, V; ... Taroni, P; + view all Pifferi, A; Dalla Mora, A; Di Sieno, L; Ferocino, E; Tosi, A; Conca, E; Sesta, V; Giudice, A; Ruggeri, A; Tisa, S; Flocke, A; Rosinski, B; Dinten, JM; Perriollat, M; Fraschini, C; Sportouche, H; Arridge, S; Di Sciacca, G; Farina, A; Panizza, P; Venturini, E; Gordebeke, P; Zolda, P; Taroni, P; - view fewer (2021) SOLUS: An innovative multimodal imaging system to improve breast cancer diagnosis through diffuse optics and ultrasounds. In: Proceedings of Optical Tomography and Spectroscopy of Tissue XIV. (pp. 116390C). SPIE: Online Only.

Pinnock, M; Hu, Y; Bandula, S; Barratt, D; (2021) Combined 3D super-resolution, de-noising and partial volume correction for percutaneous ablation. In: (Proceedings) SPIE Medical Imaging: Image Processing. International society for optics and photonics (In press).

Pinnock, M; Hu, Y; Bandula, S; Barratt, D; (2021) End-to-end forecasting of needle trajectory in percutaneous ablation. In: (Proceedings) SPIE Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling. International Society for optics and Photonics (In press).

Piras, S; Pancotto, F; Righi, S; Vittuari, M; Setti, M; (2021) Community social capital and status: The social dilemma of food waste. Ecological Economics , 183 , Article 106954. 10.1016/j.ecolecon.2021.106954.

Pissas, T; Ravasio, CS; Da Cruz, L; Bergeles, C; (2021) Effective Semantic Segmentation in Cataract Surgery: What Matters Most? In: DeBruijne, M and Cattin, PC and Cotin, S and Padoy, N and Speidel, S and Zheng, Y and Essert, C, (eds.) Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. (pp. pp. 509-518). Springer: Cham, Switzerland.

Pithadia, Hirsh Jaykrishnan; (2021) Algorithmic Regulation using AI and Blockchain Technology. Doctoral thesis (Ph.D), UCL (University College London).

Podder, S; Righi, S; Pancotto, F; (2021) Reputation and punishment sustain cooperation in the optional public goods game. Philosophical Transactions of the Royal Society B: Biological Sciences , 376 (1838) , Article 20200293. 10.1098/rstb.2020.0293.

Podder, S; Righi, S; Takács, K; (2021) Local reputation, local selection, and the leading eight norms. Scientific Reports , 11 , Article 16560. 10.1038/s41598-021-95130-3.

Popescu, S; Glocker, B; Sharp, D; Cole, J; (2021) Local Brain-Age: A U-Net Model. Frontiers in Aging Neuroscience , 13 , Article 761954. 10.3389/fnagi.2021.761954.

Popescu, SG; Sharp, DJ; Cole, JH; Kamnitsas, K; Glocker, B; (2021) Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation. In: Information Processing in Medical Imaging. (pp. pp. 415-427). Springer: Cham, Switzerland.

Potapov, K; (2021) "Can I change mine?" Role Experimentation in Adolescents' Digitally Mediated Social Emotional Learning. Cultural-Historical Psychology , 17 (2) pp. 114-122. 10.17759/chp.2021170211.

Potapov, K; (2021) Vygotsky’s Janus-Faced Theory of Language: A Reply to Drain’s “Tomasello, Vygotsky, and the Phylogenesis of Mind”. Social Epistemology Review and Reply Collective , 10 (8) pp. 17-29.

Potapov, K; Vasalou, A; Stanford, VL; Marshall, P; (2021) What do Teens Make of Personal Informatics?: Young People's Responses to Self-Tracking Practices for Self-Determined Motives. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM): New York, NY, USA.

Potapov, K; Vasalou, A; Lee, V; Marshall, P; (2021) What do teens make of personal informatics? Youth responses to self-tracking practices within a classroom setting. In: (Proceedings) CHI Conference on Human Factors in Computing Systems. ACM Press (In press).

Powell, E; Battocchio, M; Parker, CS; Slator, PJ; (2021) Generalised Hierarchical Bayesian Microstructure Modelling for Diffusion MRI. In: Cetin-Karayumak, S and Christiaens, D and Figini, M and Guevara, P and Gyori, N and Nath, V and Pieciak, T, (eds.) Computational Diffusion MRI: 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. (pp. pp. 36-47). Springer: Cham, Switzerland.

Purver, M; Sadrzadeh, M; Kempson, R; Wijnholds, G; Hough, J; (2021) Incremental Composition in Distributional Semantics. Journal of Logic, Language and Information 10.1007/s10849-021-09337-8. (In press).

Pye, H; Singh, S; Norris, JM; Carmona Echeverria, LM; Stavrinides, V; Grey, A; Dinneen, E; ... Whitaker, HC; + view all Pye, H; Singh, S; Norris, JM; Carmona Echeverria, LM; Stavrinides, V; Grey, A; Dinneen, E; Pilavachi, E; Clemente, J; Heavey, S; Stopka-Farooqui, U; Simpson, BS; Bonet-Carne, E; Patel, D; Barker, P; Burling, K; Stevens, N; Ng, T; Panagiotaki, E; Hawkes, D; Alexander, DC; Rodriguez-Justo, M; Haider, A; Freeman, A; Kirkham, A; Atkinson, D; Allen, C; Shaw, G; Beeston, T; Brizmohun Appayya, M; Latifoltojar, A; Johnston, EW; Emberton, M; Moore, CM; Ahmed, HU; Punwani, S; Whitaker, HC; - view fewer (2021) Evaluation of PSA and PSA Density in a Multiparametric Magnetic Resonance Imaging-Directed Diagnostic Pathway for Suspected Prostate Cancer: The INNOVATE Trial. Cancers , 13 (8) , Article 1985. 10.3390/cancers13081985.

Pym, D; (2021) The Origins of Cyberspace. In: Cornish, P, (ed.) The Oxford Handbook of Cybersecurity. Oxford University Press: Oxford, UK.

Pyrć, K; Milewska, A; Duran, EB; Botwina, P; Dabrowska, A; Jedrysik, M; Benedyk, M; ... Uchegbu, IF; + view all Pyrć, K; Milewska, A; Duran, EB; Botwina, P; Dabrowska, A; Jedrysik, M; Benedyk, M; Lopes, R; Arenas-Pinto, A; Badr, M; Mellor, R; Kalber, TL; Fernandez-Reyes, D; Schätzlein, AG; Uchegbu, IF; - view fewer (2021) SARS-CoV-2 inhibition using a mucoadhesive, amphiphilic chitosan that may serve as an anti-viral nasal spray. Scientific Reports , 11 , Article 20012. 10.1038/s41598-021-99404-8.

Q

Qin, Kaihua; Zhou, Liyi; Gamito, Pablo; Jovanovic, Philipp; Gervais, Arthur; (2021) An empirical study of DeFi liquidations. IMC '21: Proceedings of the 21st ACM Internet Measurement Conference pp. 336-350. 10.1145/3487552.3487811.

Qin, Kaihua; Zhou, Liyi; Livshits, Benjamin; Gervais, Arthur; (2021) Attacking the DeFi Ecosystem with Flash Loans for Fun and Profit. In: International Conference on Financial Cryptography and Data Security FC 2021: Financial Cryptography and Data Security. (pp. pp. 3-32). Springer, Berlin, Heidelberg

R

Rae, Jack William; (2021) Towards Lifelong Reasoning with Sparse and Compressive Memory Systems. Doctoral thesis (Ph.D), UCL (University College London).

Rainer, Gilles; (2021) Acquisition, encoding and rendering of material appearance using compact neural bidirectional texture functions. Doctoral thesis (Ph.D), UCL (University College London).

Rakotosaona, Marie-Julie; Aigerman, Noam; Mitra, Niloy J; Ovsjanikov, Maks; Guerrero, Paul; (2021) Differentiable Surface Triangulation. ACM Transactions on Graphics , 40 (6) , Article 267. 10.1145/3478513.3480554.

Rakotosaona, Marie-Julie; Guerrero, Paul; Aigerman, Noam; Mitra, Niloy; Ovsjanikov, Maks; (2021) Learning Delaunay Surface Elements for Mesh Reconstruction. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 22-31). IEEE

Rana, O; Llanos, J; Carr, M; (2021) Lessons from the GDPR in the COVID-19 era. Academia Letters pp. 1-6. 10.20935/al429.

Ravi, D; Blumberg, SB; Ingala, S; Barkhof, F; Alexander, DC; Oxtoby, NP; Alzheimer’s Disease Neuroimaging Initiative; (2021) Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia. Medical Image Analysis , 75 , Article 102257. 10.1016/j.media.2021.102257.

Ravichandran, R; Chong, C-Y; Smith, RE; (2021) Artificial Intelligence and Machine Learning: A Perspective on Integrated Systems Opportunities and Challenges for Multi-Domain Operations. In: Pham, T and Solomon, L, (eds.) Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications III. (pp. 1174606-1-1174606-17). SPIE

Reddy, P; Zhang, Z; Wang, Z; Fisher, M; Jin, H; Mitra, NJ; (2021) A Multi-Implicit Neural Representation for Fonts. In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). (pp. pp. 12637-12647).

Reddy, Pradyumna; Gharbi, Michael; Lukac, Michal; Mitra, Niloy J; (2021) Im2Vec: Synthesizing Vector Graphics without Vector Supervision. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 7338-7347). IEEE: Nashville, TN, USA.

Reddy, P; Gharbi, M; Lukac, M; Mitra, NJ; (2021) Im2Vec: Synthesizing Vector Graphics without Vector Supervision. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). (pp. pp. 2124-2133). IEEE: Nashville, TN, USA.

Reicherts, L; Zargham, N; Bonfert, M; Rogers, Y; Malaka, R; (2021) May I Interrupt? Diverging Opinions on Proactive Smart Speakers. In: Proceedings of CUI 2021 - 3rd Conference on Conversational User Interfaces. Association for Computing Machinery (ACM): New York, NY, USA.

Ribeiro, MH; Blackburn, J; Bradlyn, B; Cristofaro, ED; Stringhini, G; Long, S; Greenberg, S; Ribeiro, MH; Blackburn, J; Bradlyn, B; Cristofaro, ED; Stringhini, G; Long, S; Greenberg, S; Zannettou, S; - view fewer (2021) The Evolution of the Manosphere across the Web. In: Budak, C and Cha, M and Quercia, D and Xie, L, (eds.) Proceedings of the International AAAI Conference on Web and Social Media. (pp. pp. 196-207). Association for the Advancement of Artificial Intelligence (AAAI) Press

Ribeiro, MH; Blackburn, J; Bradlyn, B; Cristofaro, ED; Stringhini, G; Long, S; Greenberg, S; Ribeiro, MH; Blackburn, J; Bradlyn, B; Cristofaro, ED; Stringhini, G; Long, S; Greenberg, S; Zannettou, S; - view fewer (2021) The Evolution of the Manosphere Across the Web. In: Budak, Ceren and Cha, Meeyoung and Quercia, Daniele and Xie, Lexing, (eds.) Proceedings of the 15th International AAAI Conference on Web and Social Media (ICWSM 2021). (pp. pp. 196-207). AAAI Press: Palo Alto, California USA.

Rittig, T; Sumin, D; Babaei, V; Didyk, P; Voloboy, A; Wilkie, A; Bickel, B; ... Křivánek, J; + view all Rittig, T; Sumin, D; Babaei, V; Didyk, P; Voloboy, A; Wilkie, A; Bickel, B; Myszkowski, K; Weyrich, T; Křivánek, J; - view fewer (2021) Neural Acceleration of Scattering-Aware Color 3D Printing. Computer Graphics Forum , 40 (2) pp. 205-219. 10.1111/cgf.142626.

Roberts, M; (2021) Transducer Module Development for an Open-Source Ultrasound Tomography System. In: 2021 IEEE International Ultrasonics Symposium (IUS). IEEE: Xi'an, China.

Robinson, J; Herbster, M; (2021) Improved Regret Bounds for Tracking Experts with Memory. In: Proceedings of the 35th Conference on Neural Information Processing Systems. NeurIPS (In press).

Robu, M; Kadkhodamohammadi, A; Luengo, I; Stoyanov, D; (2021) Towards real-time multiple surgical tool tracking. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization , 9 (3) pp. 279-285. 10.1080/21681163.2020.1835553.

Rodriguez Echavarria, Karina; Samaroudi, Myrsini; Lloyd, Jack; Weyrich, Tim; (2021) Interactive Digital 3D Puzzles of Archaeological Artefacts to Support Engagement Beyond the Museum Environment. In: Hulusic, Vedad and Chalmers, Alan, (eds.) Eurographics Workshop on Graphics and Cultural Heritage (GCH 2021). (pp. pp. 31-40). Eurographics Association

Rogers, Y; Brereton, M; Dourish, P; Forlizzi, J; Olivier, P; (2021) The Dark Side of Interaction Design. In: Proceedings of the CHI 2021 Conference on Human Factors in Computing Systems. (pp. pp. 1-2). Association for Computing Machinery (ACM)

Rovira, A; Southern, R; Swapp, D; Campbell, C; Zhang, JJ; Levine, M; Slater, M; (2021) Bystander Affiliation Influences Intervention Behavior: A Virtual Reality Study. SAGE Open , 11 (3) 10.1177/21582440211040076.

Rudi, Alessandro; Ciliberto, Carlo; (2021) PSD Representations for Effective Probability Models. In: Ranzato, M and Beygelzimer, A and Dauphin, Y and Liang, PS and Vaughan, JW, (eds.) Advances in Neural Information Processing Systems 34 (NeurIPS 2021). NeurIPS Proceedings: Online conference.

Russell, CT; Shaw, M; (2021) mmSIM: an open toolbox for accessible structured illumination microscopy. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences , 379 (2199) , Article 20200353. 10.1098/rsta.2020.0353.

Rychwalska, Agnieszka; Goodell, Geoffrey; Roszczynska-Kurasinska, Magdalena; (2021) Data Management for Platform-Mediated Public Services: Challenges and Best Practices. Surveillance & Society , 19 (1) pp. 22-36. 10.24908/ss.v19i1.13986.

S

Saeed, SU; Fu, Y; Stavrinides, V; Baum, ZMC; Yang, Q; Rusu, M; Fan, RE; ... Hu, Y; + view all Saeed, SU; Fu, Y; Stavrinides, V; Baum, ZMC; Yang, Q; Rusu, M; Fan, RE; Sonn, GA; Noble, JA; Barratt, DC; Hu, Y; - view fewer (2021) Adaptable image quality assessment using meta-reinforcement learning of task amenability. In: Simplifying Medical Ultrasound. (pp. pp. 191-201). Springer: Cham, Switzerland.

Saeed, SU; Fu, Y; Baum, ZMC; Yang, Q; Rusu, M; Fan, RE; Sonn, GA; ... Hu, Y; + view all Saeed, SU; Fu, Y; Baum, ZMC; Yang, Q; Rusu, M; Fan, RE; Sonn, GA; Barratt, DC; Hu, Y; - view fewer (2021) Learning image quality assessment by reinforcing task amenable data selection. In: International Conference on Information Processing in Medical Imaging. (pp. pp. 755-766). Springer: Cham, Switzerland.

Sahlstrom, T; Pulkkinen, A; Leskinen, J; Tarvainen, T; (2021) Computationally Efficient Forward Operator for Photoacoustic Tomography Based on Coordinate Transformations. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 10.1109/TUFFC.2021.3060175. (In press).

Salazar, DA; Pržulj, N; Valencia, CF; (2021) Multi-project and Multi-profile joint Non-negative Matrix Factorization for cancer omic datasets. Bioinformatics , 37 (24) pp. 4801-4809. 10.1093/bioinformatics/btab579.

Samvelyan, M; Kirk, R; Kurin, V; Parker-Holder, J; Jiang, M; Hambro, E; Petroni, F; ... Rocktäschel, T; + view all Samvelyan, M; Kirk, R; Kurin, V; Parker-Holder, J; Jiang, M; Hambro, E; Petroni, F; Küttler, H; Grefenstette, E; Rocktäschel, T; - view fewer (2021) MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research. In: Advances in Neural Information Processing Systems 34 pre-proceedings. (In press).

Sanchez-Matilla, R; Robu, M; Luengo, I; Stoyanov, D; (2021) Scalable Joint Detection and Segmentation of Surgical Instruments with Weak Supervision. In: DeBruijne, M and Cattin, PC and Cotin, S and Padoy, N and Speidel, S and Zheng, Y and Essert, C, (eds.) International Conference on Medical Image Computing and Computer-Assisted Intervention MICCAI 2021: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. (pp. pp. 501-511). Springer, Cham

Santos Ferreira, Fábio Daniel; (2021) Multi-view machine learning methods to uncover brain-behaviour associations. Doctoral thesis (Ph.D), UCL (University College London).

Sariev, Eduard; (2021) Supervised machine learning algorithms for the estimation of the probability of default in corporate credit risk. Doctoral thesis (Ph.D), UCL (University College London).

Sayed, M; Brostow, G; (2021) Improved Handling of Motion Blur in Online Object Detection. In: Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 1706-1716). IEEE: Nashville, TN, USA.

Scaramozzino, R; Cerchiello, P; Aste, T; (2021) Information Theoretic Causality Detection between Financial and Sentiment Data. Entropy , 23 (5) , Article 621. 10.3390/e23050621.

Schett, MA; Danezis, G; (2021) Embedding a Deterministic BFT Protocol in a Block DAG. In: PODC'21: Proceedings of the 2021 ACM Symposium on Principles of Distributed Computing. (pp. pp. 177-186). ACM

Schett, Maria A; (2021) Cost Reduction With Guarantees: Formal Reasoning Applied To Blockchain Technologies. Doctoral thesis (Ph.D), UCL (University College London).

Schilling, KG; Rheault, F; Petit, L; Hansen, CB; Nath, V; Yeh, FC; Girard, G; ... Bayrak, RG; + view all Schilling, KG; Rheault, F; Petit, L; Hansen, CB; Nath, V; Yeh, FC; Girard, G; Barakovic, M; Rafael-Patino, J; Yu, T; Fischi-Gomez, E; Pizzolato, M; Ocampo-Pineda, M; Schiavi, S; Canales-Rodríguez, EJ; Daducci, A; Granziera, C; Innocenti, G; Thiran, JP; Mancini, L; Wastling, S; Cocozza, S; Petracca, M; Pontillo, G; Mancini, M; Vos, SB; Vakharia, VN; Duncan, JS; Melero, H; Manzanedo, L; Sanz-Morales, E; Peña-Melián, Á; Calamante, F; Attyé, A; Cabeen, RP; Korobova, L; Toga, AW; Vijayakumari, AA; Parker, D; Verma, R; Radwan, A; Sunaert, S; Emsell, L; De Luca, A; Leemans, A; Bajada, CJ; Haroon, H; Azadbakht, H; Chamberland, M; Genc, S; Tax, CMW; Yeh, PH; Srikanchana, R; Mcknight, CD; Yang, JYM; Chen, J; Kelly, CE; Yeh, CH; Cochereau, J; Maller, JJ; Welton, T; Almairac, F; Seunarine, KK; Clark, CA; Zhang, F; Makris, N; Golby, A; Rathi, Y; O'Donnell, LJ; Xia, Y; Aydogan, DB; Shi, Y; Fernandes, FG; Raemaekers, M; Warrington, S; Michielse, S; Ramírez-Manzanares, A; Concha, L; Aranda, R; Meraz, MR; Lerma-Usabiaga, G; Roitman, L; Fekonja, LS; Calarco, N; Joseph, M; Nakua, H; Voineskos, AN; Karan, P; Grenier, G; Legarreta, JH; Adluru, N; Nair, VA; Prabhakaran, V; Alexander, AL; Kamagata, K; Saito, Y; Uchida, W; Andica, C; Abe, M; Bayrak, RG; - view fewer (2021) Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset? NeuroImage , 243 , Article 118502. 10.1016/j.neuroimage.2021.118502.

Schlichtkrull, M; Karpukhin, V; Oguz, B; Lewis, M; Yih, WT; Riedel, S; (2021) Joint Verification and Reranking for Open Fact Checking Over Tables. In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. (pp. pp. 6787-6799). Association for Computational Linguistics

Schmid, T; Rot, J; Silva, A; (2021) On Star Expressions and Completeness Theorems. In: Proceedings: 37th Conference on Mathematical Foundations of Programming Semantics. (pp. pp. 242-259).

Schmid, T; Kappé, T; Kozen, D; Silva, A; (2021) Guarded Kleene Algebra with Tests: Coequations, Coinduction, and Completeness. In: Bansal, N and Merelli, E and Worrell, J, (eds.) ICALP 2021. (pp. 142:1-142:14). Schloss Dagstuhl - Leibniz-Zentrum für Informatik

Schneider, C; Allam, M; Stoyanov, D; Hawkes, DJ; Gurusamy, K; Davidson, BR; (2021) Performance of image guided navigation in laparoscopic liver surgery – A systematic review. Surgical Oncology , 38 , Article 101637. 10.1016/j.suronc.2021.101637.

Scott, A; Reitmaier, T; Jones, M; Rogers, Y; (2021) Mind the gap: How Good Are We at Keeping Our Distance? Interactions , 28 (4) pp. 45-49. 10.1145/3469123.

Seabrook, Isobel; Caccioli, Fabio; Aste, Tomaso; (2021) An Information Filtering approach to stress testing: an application to FTSE markets. ArXiv

Seabrook, IE; Barucca, P; Caccioli, F; (2021) Evaluating structural edge importance in temporal networks. EPJ Data Science , 10 , Article 23. 10.1140/epjds/s13688-021-00279-6.

Sensoy, M; Saleki, M; Julier, S; Aydogan, R; Reid, J; (2021) Misclassification Risk and Uncertainty Quantification in Deep Classifiers. In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) 2021. (pp. pp. 2483-2491). Institute of Electrical and Electronics Engineers (IEEE)

Sha, lei; Camburu, Oana-Maria; Lukasiewicz, Thomas; (2021) Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration. In: Proceedings of the AAAI Conference on Artificial Intelligence, Vol 35. (pp. pp. 13771-13779). AAAI

Shah, Harshil Bharat; (2021) Deep Generative Models for Natural Language. Doctoral thesis (Ph.D), UCL (University College London).

Shand, C; Allmendinger, R; Handl, J; Webb, A; Keane, J; (2021) HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis. IEEE Transactions on Evolutionary Computation 10.1109/TEVC.2021.3137369. (In press).

Shapey, J; Dowrick, T; Delaunay, R; Mackle, EC; Thompson, S; Janatka, M; Guichard, R; ... Vercauteren, T; + view all Shapey, J; Dowrick, T; Delaunay, R; Mackle, EC; Thompson, S; Janatka, M; Guichard, R; Georgoulas, A; Pérez-Suárez, D; Bradford, R; Saeed, SR; Ourselin, S; Clarkson, MJ; Vercauteren, T; - view fewer (2021) Integrated multi-modality image-guided navigation for neurosurgery: open-source software platform using state-of-the-art clinical hardware. International Journal of Computer Assisted Radiology and Surgery 10.1007/s11548-021-02374-5. (In press).

Shaw, M; Claveau, R; Manescu, P; Elmi, M; Brown, BJ; Scrimgeour, R; Kölln, LS; ... Fernandez-Reyes, D; + view all Shaw, M; Claveau, R; Manescu, P; Elmi, M; Brown, BJ; Scrimgeour, R; Kölln, LS; McConnell, G; Fernandez-Reyes, D; - view fewer (2021) Optical mesoscopy, machine learning and computational microscopy enable high information content diagnostic imaging of blood films. The Journal of Pathology 10.1002/path.5738. (In press).

Shi, Y; Paige, B; Torr, PHS; Siddharth, N; (2021) Relating by Contrasting: A Data-Efficient Framework for Multimodal DGMs. In: Proceedings of the 9th International Conference on Learning Representations (ICLR 2021). (pp. pp. 1-25). ICLR

Simondetti, Alvise; Bachand, Nicholas; Delahunty, Aifric; Griffith, James; Sustarevas, Julius; (2021) Autonomous Robotics in the AEC practice. Technology|Architecture + Design , 5 (2) pp. 250-252. 10.1080/24751448.2021.1967072.

Singh, D; Wonnacott, E; Samara, A; (2021) Statistical and explicit learning of graphotactic patterns with no phonological counterpart: Evidence from an artificial lexicon study with 6–7-year-olds and adults. Journal of Memory and Language , 121 , Article 104265. 10.1016/j.jml.2021.104265.

Singh, Felicia Daniela; (2021) Statistical and explicit learning of graphotactic patterns with no phonological counterpart: Evidence from artificial lexicon studies with 6– to 7-year-olds and adults. Doctoral thesis (Ph.D), UCL (University College London).

Sinha, N; Peternell, N; Schroeder, GM; de Tisi, J; Vos, SB; Winston, GP; Duncan, JS; ... Taylor, PN; + view all Sinha, N; Peternell, N; Schroeder, GM; de Tisi, J; Vos, SB; Winston, GP; Duncan, JS; Wang, Y; Taylor, PN; - view fewer (2021) Focal to bilateral tonic-clonic seizures are associated with widespread network abnormality in temporal lobe epilepsy. Epilepsia 10.1111/epi.16819. (In press).

Sinha, N; Wang, Y; Moreira da Silva, N; Miserocchi, A; McEvoy, AW; de Tisi, J; Vos, SB; ... Taylor, PN; + view all Sinha, N; Wang, Y; Moreira da Silva, N; Miserocchi, A; McEvoy, AW; de Tisi, J; Vos, SB; Winston, GP; Duncan, JS; Taylor, PN; - view fewer (2021) Structural brain network abnormalities and the probability of seizure recurrence after epilepsy surgery. Neurology , 96 (5) e758-e771. 10.1212/WNL.0000000000011315.

Skeoch, HRK; (2021) Expanding the Gordon-Loeb Model to Cyber-Insurance. Computers & Security , Article 102533. 10.1016/j.cose.2021.102533. (In press).

Slator, PJ; Palombo, M; Miller, KL; Westin, C-F; Laun, F; Kim, D; Haldar, JP; ... Hutter, J; + view all Slator, PJ; Palombo, M; Miller, KL; Westin, C-F; Laun, F; Kim, D; Haldar, JP; Benjamini, D; Lemberskiy, G; de Almeida Martins, JP; Hutter, J; - view fewer (2021) Combined diffusion-relaxometry microstructure imaging: Current status and future prospects. Magnetic Resonance in Medicine 10.1002/mrm.28963. (In press).

Slator, PJ; Ho, A; Bakalis, S; Jackson, L; Chappell, LC; Alexander, DC; Hajnal, JV; ... Hutter, J; + view all Slator, PJ; Ho, A; Bakalis, S; Jackson, L; Chappell, LC; Alexander, DC; Hajnal, JV; Rutherford, M; Hutter, J; - view fewer (2021) Anisotropy in the Human Placenta in Pregnancies Complicated by Fetal Growth Restriction. In: Özarslan, E and Schultz, T and Zhang, E and Fuster, A, (eds.) Anisotropy Across Fields and Scales. Mathematics and Visualization. (pp. pp. 263-276). Springer: Cham, Switzerland.

Slator, PJ; Hutter, J; Marinescu, RV; Palombo, M; Jackson, L; Ho, A; Chappell, LC; ... Alexander, DC; + view all Slator, PJ; Hutter, J; Marinescu, RV; Palombo, M; Jackson, L; Ho, A; Chappell, LC; Rutherford, M; Hajnal, JV; Alexander, DC; - view fewer (2021) Data-Driven Multi-Contrast Spectral Microstructure Imaging with InSpect: INtegrated SPECTral Component Estimation and Mapping. Medical Image Analysis , 71 , Article 102045. 10.1016/j.media.2021.102045. (In press).

Smigielska, M; Blot, A; Petke, J; (2021) Empirical Analysis of Mutation Operator Selection Strategies for Genetic Improvement. In: 2021 IEEE/ACM International Workshop on Genetic Improvement (GI). IEEE

Smith, EM; MacLachlan, M; Ebuenyi, ID; Holloway, C; Austin, V; (2021) Developing inclusive and resilient systems: COVID-19 and assistive technology. Disability & Society , 36 (1) pp. 151-154. 10.1080/09687599.2020.1829558.

Smyl, D; Tallman, TN; Black, JA; Hauptmann, A; Liu, D; (2021) Learning and correcting non-Gaussian model errors. Journal of Computational Physics , 432 , Article 110152. 10.1016/j.jcp.2021.110152.

Smyl, D; Tallman, T; Liu, D; Hauptmann, A; (2021) An efficient Quasi-Newton method for nonlinear inverse problems via learned singular values. IEEE Signal Processing Letters 10.1109/LSP.2021.3063622. (In press).

Song, D; Wattenhofer, R; Gervais, A; Jovanovic, P; (2021) Chairs' introduction and welcome to DeFi 2021. In: DeFi '21: Proceedings of the 2021 ACM CCS Workshop on Decentralized Finance and Security. (pp. iii-iii). ACM, New York, NY, United States

Sonnino, Alberto; (2021) Scaling Distributed Ledgers and Privacy-Preserving Applications. Doctoral thesis (Ph.D), UCL (University College London).

Soto Sánchez, JE; Weyrich, T; Medeiros e Sá, A; De Figueiredo, LH; (2021) An integer representation for periodic tilings of the plane by regular polygons. Computers & Graphics , 95 pp. 69-80. 10.1016/j.cag.2021.01.007.

Spinellis, D; Louridas, P; Kechagia, M; (2021) Software evolution: the lifetime of fine-grained elements. PeerJ Computer Science , 7 , Article e372. 10.7717/peerj-cs.372.

Spring, JM; Illari, P; (2021) Review of human decision-making during computer security incident analysis. Digital Threats: Research and Practice , 2 (2) , Article 11. 10.1145/3427787.

Spychiger, Florian; Tasca, Paolo; Tessone, Claudio J; (2021) Unveiling the Importance and Evolution of Design Components Through the “Tree of Blockchain”. Frontiers in Blockchain , 3 , Article 613476. 10.3389/fbloc.2020.613476.

Sridharan, S; Peters, C; Newcombe, S; Jephson, C; Robinson, R; Mulder, B; Houghton, W; ... Sebire, NJ; + view all Sridharan, S; Peters, C; Newcombe, S; Jephson, C; Robinson, R; Mulder, B; Houghton, W; Visram, S; Sebire, NJ; - view fewer (2021) The essence of healthcare records: embedded electronic health record system microblogging functionality for patient care narrative. Future Healthcare Journal , 8 (3) e709-e713. 10.7861/fhj.2021-0047.

Stanziola, A; Arridge, SR; Cox, BT; Treeby, BE; (2021) A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound. Journal of Computational Physics , 441 , Article 110430. 10.1016/j.jcp.2021.110430.

Steed, A; Ofek, E; Sinclair, M; Gonzalez-Franco, M; (2021) A mechatronic shape display based on auxetic materials. Nature Communications , 12 , Article 4758. 10.1038/s41467-021-24974-0.

Steed, A; Takala, TM; Archer, D; Lages, W; Lindeman, RW; (2021) Directions for 3D User Interface Research from Consumer VR Games. IEEE Transactions on Visualization and Computer Graphics 10.1109/TVCG.2021.3106431. (In press).

Steed, Anthony; (2021) What We Measure in Mixed Reality Experiments. ArXiv.org (In press).

Steed, Anthony; Archer, Daniel; Congdon, Ben; Friston, Sebastian; Swapp, David; Thiel, Felix J; (2021) Some Lessons Learned Running Virtual Reality Experiments Out of the Laboratory. arXiv: Ithaca, NY, USA.

Stern, Samuel; (2021) A network model of mass media opinion dynamics. Doctoral thesis (Ph.D), UCL (University College London).

Stern, S; Livan, G; (2021) The Impact Of Noise And Topology On Opinion Dynamics In Social Networks. Royal Society Open Science , 8 (4) 10.1098/rsos.201943.

Stich, C; Tranos, E; Musolesi, M; Lehmann, S; (2021) The role of space, time and sociability in predicting social encounters. Environment and Planning B: Urban Analytics and City Science 10.1177/23998083211016871. (In press).

Sugawara, Saku; Stenetorp, Pontus; Aizawa, Akiko; (2021) Benchmarking Machine Reading Comprehension: A Psychological Perspective. In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics. (pp. pp. 1592-1612). Association for Computational Linguistics: Online.

Sun, Y; Livan, G; Ma, A; Latora, V; (2021) Interdisciplinary researchers attain better long-term funding performance. Communications Physics , 4 , Article 263. 10.1038/s42005-021-00769-z.

Sushrutha Raghavan, V; Kanoulas, D; G. Caldwell, D; G. Tsagarakis, N; (2021) Reconfigurable and Agile Legged-Wheeled Robot Navigation in Cluttered Environments with Movable Obstacles. IEEE Access 10.1109/ACCESS.2021.3139438. (In press).

Sustarevas, J; Kanoulas, D; Julier, S; (2021) Task-Consistent Path Planning for Mobile 3D Printing. In: Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021). (pp. pp. 2143-2150). Institute of Electrical and Electronics Engineers (IEEE)

Suzuki, T; Boampong, D; Utsuno, H; Papadosifos, N; Holloway, C; Tyler, N; (2021) Powered attendant-propelled wheelchair with assist-as-needed control based on individual physical capabilities. Journal of Biomechanical Science and Engineering , 16 (4) pp. 20-00474. 10.1299/jbse.20-00474.

Swapp, David; (2021) Design Interfaces with VR. In: Design Computation Input/Output 2021. (pp. pp. 1-2). Design Computation

Sztrajman, A; Neophytou, A; Weyrich, T; Sommerlade, E; (2021) High-Dynamic-Range Lighting Estimation From Face Portraits. In: Struc, V and Fernández, FG, (eds.) 2020 International Conference on 3D Vision (3DV). (pp. pp. 355-363). IEEE: Fukuoka, Japan.

Sztrajman, A; Rainer, G; Ritschel, T; Weyrich, T; (2021) Neural BRDF Representation and Importance Sampling. Computer Graphics Forum 10.1111/cgf.14335. (In press).

T

Talamali, MS; Saha, A; Marshall, JAR; Reina, A; (2021) When less is more: Robot swarms adapt better to changes with constrained communication. Science Robotics , 6 (56) pp. 1-60. 10.1126/scirobotics.abf1416.

Tanczer, Leonie; (2021) Das „Internet der Dinge“: Anstieg und Ausweitung digitaler Gewalt, in: Fachinformation 2021 (2), Frauenhauskoordinierung e.V. [Digital scholarly resource]. https://www.frauenhauskoordinierung.de/fileadmin/r...

Tang, C; Li, W; Vishwakarma, S; Shi, F; Julier, S; Chetty, K; (2021) FMNet: Latent Feature-wise Mapping Network for Cleaning up Noisy Micro-Doppler Spectrogram. IEEE Transactions on Geoscience and Remote Sensing , 60 , Article 5106612. 10.1109/TGRS.2021.3121211.

Tang, C; Li, W; Vishwakarma, S; Woodbridge, K; Julier, S; Chetty, K; (2021) Learning from Natural Noise to Denoise Micro-Doppler Spectrogram. ArXiv: Ithaca, NY, USA.

Tang, C; Vishwakarma, S; Li, W; Adve, R; Julier, S; Chetty, K; (2021) Augmenting Experimental Data with Simulations to Improve Activity Classification in Healthcare Monitoring. In: Proceedings of the 2021 IEEE Radar Conference (RadarConf '21). IEEE: Atlanta, GA, USA. (In press).

Tanno, Ryutaro; (2021) Reasoning with Uncertainty in Deep Learning for Safer Medical Image Computing. Doctoral thesis (Ph.D), UCL (University College London).

Tanno, R; Worrall, DE; Kaden, E; Ghosh, A; Grussu, F; Bizzi, A; Sotiropoulos, SN; ... Alexander, DC; + view all Tanno, R; Worrall, DE; Kaden, E; Ghosh, A; Grussu, F; Bizzi, A; Sotiropoulos, SN; Criminisi, A; Alexander, DC; - view fewer (2021) Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI. NeuroImage , 225 , Article 117366. 10.1016/j.neuroimage.2020.117366. (In press).

Tanser, FC; Kim, H-Y; Mathenjwa, T; Shahmanesh, M; Seeley, J; Matthews, P; Wyke, S; ... Bärnighausen, T; + view all Tanser, FC; Kim, H-Y; Mathenjwa, T; Shahmanesh, M; Seeley, J; Matthews, P; Wyke, S; McGrath, N; Adeagbo, O; Sartorius, B; Yapa, HM; Zuma, T; Zeitlin, A; Blandford, A; Dobra, A; Bärnighausen, T; - view fewer (2021) Home‐Based Intervention to Test and Start (HITS): a community‐randomized controlled trial to increase HIV testing uptake among men in rural South Africa. Journal of the International AIDS Society , 24 (2) , Article e25665. 10.1002/jia2.25665.

Tawosi, V; Sarro, F; Petrozziello, A; Harman, M; (2021) Multi-Objective Software Effort Estimation: A Replication Study. IEEE Transactions on Software Engineering (In press).

Tay-Teo, Kiu; Bell, Diane; Jowett, Matthew; (2021) Financing options for the provision of assistive products. Assistive Technology , 33 (sup1) pp. 109-123. 10.1080/10400435.2021.1974979.

Tessone, Claudio J; Tasca, Paolo; Ianelli, Flavio; (2021) Stochastic modelling of blockchain consensus. ArXiv: Ithaca, NY, USA.

Thiel, F; Steed, A; (2021) "Lend Me a Hand" – Extending the Reach of Seated VR Players in Unmodified Games Through Remote Co-Piloting. In: 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). (pp. pp. 214-219). IEEE: Virtual from Lisbon, Portugal.

Thiel, FJ; Steed, A; (2021) A Way to a Universal VR Accessibility Toolkit. In: Proceedings of the 2021 ACM CHI Virtual Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM): New York, NY, USA. (In press).

Thorne, J; Yazdani, M; Saeidi, M; Silvestri, F; Riedel, S; Halevy, A; (2021) Database reasoning over text. In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. (pp. pp. 3091-3104). Association for Computational Linguistics

Thorne, J; Yazdani, M; Saeidi, M; Silvestri, F; Riedel, S; Halevy, A; (2021) From natural language processing to neural databases. In: PVLDB – Proceedings of the VLDB Endowment. (pp. pp. 1033-1039). VLDB Endowment: Copenhagen, Denmark.

Thuruthel, TG; Hughes, J; Georgopoulou, A; Clemens, F; Iida, F; (2021) Using Redundant and Disjoint Time-Variant Soft Robotic Sensors for Accurate Static State Estimation. IEEE Robotics and Automation Letters , 6 (2) pp. 2099-2105. 10.1109/LRA.2021.3061399.

Tian, Zheng; (2021) Opponent Modelling in Multi-Agent Systems. Doctoral thesis (Ph.D), UCL (University College London).

Tilly, S; Ebner, M; Livan, G; (2021) Macroeconomic forecasting through news, emotions and narrative. Expert Systems with Applications , 175 , Article 114760. 10.1016/j.eswa.2021.114760.

Tilly, S; Livan, G; (2021) Macroeconomic forecasting with statistically validated knowledge graphs. Expert Systems with Applications , 186 , Article 115765. 10.1016/j.eswa.2021.115765.

Tokuda, Y; Ranjan Sahoo, D; Jones, M; Withana, A; Subramanian, S; (2021) Flowcuits: Crafting Tangible and Interactive Electrical Components withLiquid Metal Circuits. In: TEI '21: Proceedings of the Fifteenth International Conference on Tangible, Embedded, and Embodied Interaction. (pp. p. 35). ACM: Association for Computing Machinery: New York, USA.

Tomè, Denis; (2021) More is Better: 3D Human Pose Estimation from Complementary Data Sources. Doctoral thesis (Ph.D), UCL (University College London).

Torres, Christof Ferreira; Iannillo, Antonio Ken; Gervais, Arthur; State, Radu; (2021) ConFuzzius: A Data Dependency-Aware Hybrid Fuzzer for Smart Contracts. In: 2021 IEEE European Symposium on Security and Privacy (EuroS&P). (pp. pp. 103-119). IEEE: Vienna, Austria.

Townsend, James; (2021) Lossless compression with latent variable models. Doctoral thesis (Ph.D), UCL (University College London).

Treleaven, P; (2021) Future Computers: Digital, Quantum, Biological. Computer , 54 (8) pp. 118-124. 10.1109/MC.2021.3083430.

Trimmel, K; Vos, SB; Caciagli, L; Xiao, F; van Graan, LA; Winston, GP; Koepp, MJ; ... Duncan, JS; + view all Trimmel, K; Vos, SB; Caciagli, L; Xiao, F; van Graan, LA; Winston, GP; Koepp, MJ; Thompson, PJ; Duncan, JS; - view fewer (2021) Decoupling of functional and structural language networks in temporal lobe epilepsy. Epilepsia 10.1111/epi.17098. (In press).

Tromer, Eelco C; Wemyss, Thomas A; Ludzia, Patryk; Waller, Ross F; Akiyoshi, Bungo; (2021) Repurposing of synaptonemal complex proteins for kinetochores in Kinetoplastida. Open Biology , 11 (5) , Article 210049. 10.1098/rsob.210049.

Tsai, Y-J; Bousse, A; Arridge, S; Stearns, CW; Hutton, BF; Thielemans, K; (2021) Penalized PET/CT Reconstruction Algorithms With Automatic Realignment for Anatomical Priors. IEEE Transactions on Radiation and Plasma Medical Sciences , 5 (3) pp. 362-372. 10.1109/trpms.2020.3025540.

Tuptuk, N; Hazell, P; Watson, J; Hailes, S; (2021) A Systematic Review of the State of Cyber-Security in Water Systems. Water , 13 (1) , Article 81. 10.3390/w13010081.

Turiel, J; Fernandez-Reyes, D; Aste, T; (2021) Wisdom of crowds detects COVID-19 severity ahead of officially available data. Scientific Reports , 11 (1) , Article 13678. 10.1038/s41598-021-93042-w.

Turton, J; Vinson, D; Smith, RE; (2021) Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings. In: Proceedings of the 6th Workshop on Representation Learning for NLP. (pp. pp. 248-262). Association for Computational Linguistics

Tuyls, K; Omidshafiei, S; Muller, P; Wang, Z; Connor, J; Hennes, D; Graham, I; ... Hassabis, D; + view all Tuyls, K; Omidshafiei, S; Muller, P; Wang, Z; Connor, J; Hennes, D; Graham, I; Spearman, W; Waskett, T; Steele, D; Luc, P; Recasens, A; Galashov, A; Thornton, G; Elie, R; Sprechmann, P; Moreno, P; Cao, K; Garnelo, M; Dutta, P; Valko, M; Heess, N; Bridgland, A; Perolat, J; De Vylder, B; Eslami, SMA; Rowland, M; Jaegle, A; Munos, R; Back, T; Ahamed, R; Bouton, S; Beauguerlange, N; Broshear, J; Graepel, T; Hassabis, D; - view fewer (2021) Game Plan: What AI can do for Football, and What Football can do for AI. Journal of Artificial Intelligence Research , 71 pp. 41-88. 10.1613/jair.1.12505.

Twyman, R; Brusaferri, L; Emond, EC; Leek, F; Arridge, S; Hutton, BF; Cuplov, V; Twyman, R; Brusaferri, L; Emond, EC; Leek, F; Arridge, S; Hutton, BF; Cuplov, V; Thielemans, K; - view fewer (2021) A Demonstration of STIR-GATE-Connection. In: Proceedings of the IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 2021. (pp. pp. 1-2). Institute of Electrical and Electronics Engineers (IEEE)

V

Vadgama, Nikhil; Tasca, Paolo; (2021) An Analysis of Blockchain Adoption in Supply Chains Between 2010 and 2020. Frontiers in Blockchain , 4 , Article 610476. 10.3389/fbloc.2021.610476.

Valindria, V; Chiou, E; Palombo, M; Singh, S; Punwani, S; Panagiotaki, E; (2021) Synthetic Q-Space Learning with Deep Regression Networks for Prostate Cancer Characterisation with VERDICT. In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI). IEEE

van Amsterdam, B; Clarkson, M; Stoyanov, D; (2021) Gesture Recognition in Robotic Surgery: a Review. IEEE Transactions on Biomedical Engineering 10.1109/TBME.2021.3054828. (In press).

Vargaftik, Shay; Ben-Basat, Ran; Portnoy, Amit; Mendelson, Gal; Ben-Itzhak, Yaniv; Mitzenmacher, Michael; (2021) DRIVE: one-bit distributed mean estimation. In: Advances in Neural Information Processing Systems 34 (NeurIPS 2021). NeurIPS Proceedings

Váša, F; Hobday, H; Stanyard, RA; Daws, RE; Giampietro, V; O'Daly, O; Lythgoe, DJ; ... Cole, JH; + view all Váša, F; Hobday, H; Stanyard, RA; Daws, RE; Giampietro, V; O'Daly, O; Lythgoe, DJ; Seidlitz, J; Skare, S; Williams, SCR; Marquand, AF; Leech, R; Cole, JH; - view fewer (2021) Rapid processing and quantitative evaluation of structural brain scans for adaptive multimodal imaging. Human Brain Mapping 10.1002/hbm.25755. (In press).

Veale, T; Malone, IB; Poole, T; Parker, TD; Slattery, CF; Paterson, RW; Foulkes, AJM; ... Cash, DM; + view all Veale, T; Malone, IB; Poole, T; Parker, TD; Slattery, CF; Paterson, RW; Foulkes, AJM; Thomas, DL; Schott, JM; Zhang, H; Fox, NC; Cash, DM; - view fewer (2021) Loss and dispersion of superficial white matter in Alzheimer's disease: a diffusion MRI study. Brain Communications , 3 (4) , Article fcab272. 10.1093/braincomms/fcab272.

Velasco, C; Obrist, M; Huisman, G; Nijholt, A; Spence, C; Motoki, K; Narumi, T; (2021) Editorial: Perspectives on Multisensory Human-Food Interaction. Frontiers in Computer Science , 3 , Article 811311. 10.3389/fcomp.2021.811311.

Velasco, C; Wang, QJ; Obrist, M; Nijholt, A; (2021) A Reflection on the State of Multisensory Human–Food Interaction Research. Frontiers in Computer Science , 3 , Article 694691. 10.3389/fcomp.2021.694691.

Velasco, C; Obrist, M; (2021) Multisensory Experiences: A Primer. Frontiers in Computer Science , 3 , Article 614524. 10.3389/fcomp.2021.614524.

Vendeville, A; Guedj, B; Zhou, S; (2021) Forecasting elections results via the voter model with stubborn nodes. Applied Network Science , 6 , Article 1.

Verdi, S; Marquand, AF; Schott, JM; Cole, JH; (2021) Beyond the average patient: how neuroimaging models can address heterogeneity in dementia. Brain 10.1093/brain/awab165. (In press).

Visram, S; Potts, L; Sebire, NJ; Rogers, Y; Broughton, E; Chigaru, L; Nambyiah, P; (2021) Making the invisible visible: New perspectives on the intersection of human-environment interactions of clinical teams in intensive care. Journal of Perinatology 10.1038/s41372-021-01160-0. (In press).

Vogel, JW; Young, AL; Oxtoby, NP; Smith, R; Ossenkoppele, R; Strandberg, OT; La Joie, R; ... Hansson, O; + view all Vogel, JW; Young, AL; Oxtoby, NP; Smith, R; Ossenkoppele, R; Strandberg, OT; La Joie, R; Aksman, LM; Grothe, MJ; Iturria-Medina, Y; Pontecorvo, MJ; Devous, MD; Rabinovici, GD; Alexander, DC; Lyoo, CH; Evans, AC; Hansson, O; - view fewer (2021) Four distinct trajectories of tau deposition identified in Alzheimer's disease. Nature Medicine , 27 pp. 871-881. 10.1038/s41591-021-01309-6.

W

Wagener, N; Tu, DD; Schoning, J; Rogers, Y; Niess, J; (2021) The Role of Mobile and Virtual Reality Applications to Support Well-Being: An Expert View and Systematic App Review. In: Ardito, C and Lanzilotti, R and Malizia, A and Petrie, H and Piccinno, A and Desolda, G and Inkpen, K, (eds.) Human-Computer Interaction – INTERACT 2021. (pp. pp. 262-283). Springer: Cham, Switzerland.

Walton, DR; Anjos, RKD; Friston, S; Swapp, D; Akşit, K; Steed, A; Ritschel, T; (2021) Beyond blur: real-time ventral metamers for foveated rendering. ACM Transactions on Graphics , 40 (4) , Article 48. 10.1145/3450626.3459943.

Wang, D; Sadrzadeh, M; Abramsky, S; Cervantes, VH; (2021) On the Quantum-like Contextuality of Ambiguous Phrases. In: Proceedings of the 2021 Workshop on Semantic Spaces at the Intersection of NLP, Physics, and Cognitive Science (SemSpace). (pp. pp. 42-52). The ACL Anthology

Wang, D; Sadrzadeh, M; Abramsky, S; Víctor, H; Cervantes, VH; (2021) Analysing Ambiguous Nouns and Verbs with Quantum Contextuality Tools. Journal of Cognitive Science , 22 (3) pp. 391-420. 10.17791/jcs.2021.22.3.391.

Wang, H; Liu, Q; Yue, X; Lasenby, J; Kusner, MJ; (2021) Unsupervised Point Cloud Pre-training via Occlusion Completion. In: Proceedings of the IEEE International Conference on Computer Vision. (pp. pp. 9762-9772). Institute of Electrical and Electronics Engineers (IEEE)

Wang, J; Lam, MWY; Su, D; Yu, D; (2021) Contrastive separative coding for self-supervised representation learning. In: Proceedings of the ICASSP - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). (pp. pp. 3865-3869). IEEE

Wang, R; Pontil, M; Ciliberto, C; (2021) The Role of Global Labels in Few-Shot Classification and How to Infer Them. In: Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021). (pp. pp. 27160-27170). NeurIPS

Wang, X; Du, Y; Zhu, S; Ke, L; Chen, Z; Hao, J; Wang, J; (2021) Ordering-Based Causal Discovery with Reinforcement Learning. In: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21). (pp. pp. 3566-3573). IJCAI International Joint Conferences on Artificial Intelligence Organization: Montreal, QC, Canada.

Wang, Y; Zannettou, S; Blackburn, J; Bradlyn, B; Cristofaro, ED; Stringhini, G; (2021) A Multi-Platform Analysis of Political News Discussion and Sharing on Web Communities. In: 2021 IEEE International Conference on Big Data (IEEE BigData 2021). IEEE (In press).

Wang, Y; Tahmasbi, F; Blackburn, J; Bradlyn, B; Cristofaro, ED; Magerman, D; Zannettou, S; Wang, Y; Tahmasbi, F; Blackburn, J; Bradlyn, B; Cristofaro, ED; Magerman, D; Zannettou, S; Stringhini, G; - view fewer (2021) Understanding the Use of Fauxtography on Social Media. In: Budak, C and Cha, M and Quercia, D and Xie, L, (eds.) Proceedings of the International AAAI Conference on Web and Social Media. (pp. pp. 776-786). Association for the Advancement of Artificial Intelligence (AAAI) Press

Warner, M; Lascau, L; Cox, A; Brumby, D; Blandford, A; (2021) "Oops...": Mobile Message Deletion in Conversation Error and Regret Remediation. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. p. 343). ACM

Waterhouse, DJ; Bano, S; Januszewicz, W; Stoyanov, D; Fitzgerald, RC; di Pietro, M; Bohndiek, SE; (2021) First-in-human pilot study of snapshot multispectral endoscopy for early detection of Barrett's-related neoplasia. Journal of Biomedical Optics , 26 (10) , Article 106002. 10.1117/1.JBO.26.10.106002.

Watson, Jamie; Mac Aodha, Oisin; Prisacariu, Victor; Brostow, Gabriel; Firman, Michael; (2021) The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 1164-1174). IEEE

Watson, T; Halse, J; Dula, G; Soni, N; Wu, Y; Yasin, I; (2021) Correspondence between 3D ear depth information derived from 2D images and MRI: Use of a neural-network model. Journal of the Acoustical Society of America Express Letters , 1 (11) , Article 112001. 10.1121/10.0007151.

Wen, J; Liu, Y; Chen, Z; Chen, J; Ma, Y; (2021) Characterizing commodity serverless computing platforms. Journal of Software: Evolution and Process , Article e2394. 10.1002/smr.2394. (In press).

Whatley, BP; Winston, JS; Allen, LA; Vos, SB; Jha, A; Scott, CA; Smith, A-L; ... Diehl, B; + view all Whatley, BP; Winston, JS; Allen, LA; Vos, SB; Jha, A; Scott, CA; Smith, A-L; Chowdhury, FA; Bomanji, JB; Lhatoo, SD; Harper, RM; Diehl, B; - view fewer (2021) Distinct Patterns of Brain Metabolism in Patients at Risk of Sudden Unexpected Death in Epilepsy. Frontiers in Neurology , 12 , Article 623358. 10.3389/fneur.2021.623358.

White, R; Krinke, J; Barr, ET; Sarro, F; Ragkhitwetsagul, C; (2021) Artefact Relation Graphs for Unit Test Reuse Recommendation. In: 2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST). (pp. pp. 137-147). IEEE: Porto de Galinhas, Brazil.

Whittaker, S; Rogers, Y; Petrovskaya, E; Zhuang, H; (2021) Designing Personas for Expressive Robots: Personality in the New Breed of Moving, Speaking, and Colorful Social Home Robots. ACM Transactions on Human-Robot Interaction , 10 (1) , Article 8. 10.1145/3424153.

Widdicombe, A; Julier, SJ; (2021) Gradient-Based Interpretability Methods and Binarized Neural Networks. In: Proceedings of the ICML 2021 Workshop on Theoretic Foundation, Criticism & Application Trend of Explainable A.

Wijeratne, PA; Garbarino, S; Gregory, S; Johnson, EB; Scahill, RI; Paulsen, JS; Tabrizi, SJ; ... Alexander, DC; + view all Wijeratne, PA; Garbarino, S; Gregory, S; Johnson, EB; Scahill, RI; Paulsen, JS; Tabrizi, SJ; Lorenzi, M; Alexander, DC; - view fewer (2021) Revealing the Timeline of Structural MRI Changes in Premanifest to Manifest Huntington Disease. Neurology Genetics , 7 (5) e617. 10.1212/nxg.0000000000000617.

Wijeratne, PA; Johnson, EB; Gregory, S; Georgiou-Karistianis, N; Paulsen, JS; Scahill, RI; Tabrizi, SJ; Wijeratne, PA; Johnson, EB; Gregory, S; Georgiou-Karistianis, N; Paulsen, JS; Scahill, RI; Tabrizi, SJ; Alexander, DC; - view fewer (2021) A Multi-Study Model-Based Evaluation of the Sequence of Imaging and Clinical Biomarker Changes in Huntington's Disease. Frontiers in Big Data , 4 , Article 662200. 10.3389/fdata.2021.662200.

Williams, S; Layard Horsfall, H; Funnell, JP; Hanrahan, JG; Khan, DZ; Muirhead, W; Stoyanov, D; Williams, S; Layard Horsfall, H; Funnell, JP; Hanrahan, JG; Khan, DZ; Muirhead, W; Stoyanov, D; Marcus, HJ; - view fewer (2021) Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm. Cancers , 13 (19) , Article 5010. 10.3390/cancers13195010.

Williams, R; Aldakhil, R; Blandford, A; Jani, Y; (2021) Interdisciplinary systematic review: does alignment between system and design shape adoption and use of barcode medication administration technology? BMJ Open , 11 (7) , Article e044419. 10.1136/bmjopen-2020-044419.

Wilson, JT; Borovitskiy, V; Terenin, A; Mostowsky, P; Deisenroth, MP; (2021) Pathwise Conditioning of Gaussian Processes. Journal of Machine Learning Research , 22 (105) pp. 1-47.

Wilson, PW; Zanasi, F; (2021) The Cost of Compositionality: A High-Performance Implementation of String Diagram Composition. In: Applied Category Theory 2021. (pp. p. 59). Computer Laboratory of the University of Cambridge: Cambridge, UK.

Wilson, JT; Borovitskiy, V; Terenin, A; Mostowsky, P; Deisenroth, MP; (2021) Efficiently sampling functions from Gaussian process posteriors. In: Proceedings of the 37th International Conference on Machine Learning. (pp. pp. 10292-10302). MLResearchPress

Wilson, P; Zanasi, F; (2021) Reverse Derivative Ascent: A Categorical Approach to Learning Boolean Circuits. In: Spivak, DI and Vicary, J, (eds.) Proceedings of the 3rd Annual International Applied Category Theory Conference 2020. (pp. pp. 247-260). Electronic Proceedings in Theoretical Computer Science: Cambridge, MA, USA.

Wojna, Z; Maziarz, K; Jocz, L; Paluba, R; Kozikowski, R; Kokkinos, I; (2021) Holistic Multi-View Building Analysis in the Wild with Projection Pooling. In: Proceedings of the AAAI Conference on Artificial Intelligence. (pp. pp. 2870-2878). Association for the Advancement of Artificial Intelligence: Palo Alto, CA, USA.

Wong, Y-S; Li, C; Niessner, M; Mitra, NJ; (2021) RigidFusion: RGB-D Scene Reconstruction with Rigidly-movie Objects. Computer Graphics Forum , 40 (2) pp. 511-522. 10.1111/cgf.142651.

Wood, David A; Kafiabadi, Sina; Al Busaidi, Aisha; Guilhem, Emily; Montvila, Antanas; Agarwal, Siddartha; Lynch, Jeremy; ... Booth, Thomas C; + view all Wood, David A; Kafiabadi, Sina; Al Busaidi, Aisha; Guilhem, Emily; Montvila, Antanas; Agarwal, Siddartha; Lynch, Jeremy; Townend, Matthew; Barker, Gareth; Ourselin, Sebastian; Cole, James H; Booth, Thomas C; - view fewer (2021) Automated triaging of head MRI examinations using convolutional neural networks. In: Heinrich, Mattias and Dou, Qi and de Bruijne, Marleen and Lellmann, Jan and Schläfer, Alexander and Ernst, Floris, (eds.) Proceedings of Machine Learning Research. (pp. pp. 813-841). PMLR

Wood, DA; Kafiabadi, S; Al Busaidi, A; Guilhem, EL; Lynch, J; Townend, MK; Montvila, A; ... Booth, TC; + view all Wood, DA; Kafiabadi, S; Al Busaidi, A; Guilhem, EL; Lynch, J; Townend, MK; Montvila, A; Kiik, M; Siddiqui, J; Gadapa, N; Benger, MD; Mazumder, A; Barker, G; Ourselin, S; Cole, JH; Booth, TC; - view fewer (2021) Deep learning to automate the labelling of head MRI datasets for computer vision applications. European Radiology 10.1007/s00330-021-08132-0. (In press).

Wossnig, Leonard P.; (2021) Quantum Machine Learning For Classical Data. Doctoral thesis (Ph.D), UCL (University College London).

Wozniak, Pawel W; Karolus, Jakob; Lang, Florian; Eckerth, Caroline; Schoening, Johannes; Rogers, Yvonne; Niess, Jasmin; (2021) Creepy Technology: What Is It and How Do You Measure It? In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. p. 719). ACM

Wu, CS; Liu, L; Liu, W; Stenetorp, P; Xiong, C; (2021) Controllable Abstractive Dialogue Summarization with Sketch Supervision. In: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. (pp. pp. 5108-5122). Association for Computational Linguistics

Wu, Y; Minervini, P; Stenetorp, P; Riedel, S; (2021) Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints. In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). (pp. pp. 447-453). Association for Computational Linguistics

X

Xenos, A; Malod-Dognin, N; Milinkovic, S; Przulj, N; (2021) Linear functional organization of the omic embedding space. Bioinformatics , 37 (21) pp. 3839-3847. 10.1093/bioinformatics/btab487.

Xiao, Fenglai; Caciagli, Lorenzo; Wandschneider, Britta; Joshi, Bhavini; Vos, Sjoerd B; Hill, Andrea; Galovic, Marian; ... Koepp, Matthias J; + view all Xiao, Fenglai; Caciagli, Lorenzo; Wandschneider, Britta; Joshi, Bhavini; Vos, Sjoerd B; Hill, Andrea; Galovic, Marian; Long, Lili; Sone, Daichi; Trimmel, Karin; Sander, Josemir W; Zhou, Dong; Thompson, Pamela J; Baxendale, Sallie; Duncan, John S; Koepp, Matthias J; - view fewer (2021) Effect of Anti-seizure Medications on Functional Anatomy of Language: A Perspective From Language Functional Magnetic Resonance Imaging. Frontiers in Neuroscience , 15 , Article 787272. 10.3389/fnins.2021.787272.

Y

Yamac, G; Mitra, NJ; O'Sullivan, C; (2021) Detecting the point of release of virtual projectiles in AR/VR. In: 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). (pp. pp. 563-564). IEEE

Yan, Yunda; Liu, Cunjia; Oh, Hyondong; Chen, Wen-Hua; (2021) Dual-layer optimization-based control allocation for a fixed-wing UAV. Aerospace Science and Technology , 119 , Article 107184. 10.1016/j.ast.2021.107184.

Yan, Z; Yi, Z; Hu, R; Mitra, NJ; Cohen-Or, D; Huang, H; (2021) Consistent Two-Flow Network for Tele-Registration of Point Clouds. IEEE Transactions on Visualization and Computer Graphics 10.1109/TVCG.2021.3086113.

Yang, Jun; Liu, Cunjia; Coombes, Matthew; Yan, Yunda; Chen, Wen-Hua; (2021) Optimal Path Following for Small Fixed-Wing UAVs Under Wind Disturbances. IEEE Transactions on Control Systems Technology , 29 (3) pp. 996-1008. 10.1109/TCST.2020.2980727.

Yang, M; Dai, Q; Dong, Z; Chen, X; He, X; Wang, J; (2021) Top-N Recommendation with Counterfactual User Preference Simulation. In: Demartini, G and Zuccon, G and Culpepper, JS and Huang, Z and Tong, H, (eds.) CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management. (pp. pp. 2342-2351). Association for Computing Machinery (ACM): New York, NY, USA.

Yang, Mengyue; Liu, Furui; Chen, Zhitang; Shen, Xinwei; Hao, Jianye; Wang, Jun; (2021) CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). (pp. pp. 9588-9597). IEEE: Nashville, TN, USA.

Yang, Yaodong; (2021) Many-agent Reinforcement Learning. Doctoral thesis (Ph.D), UCL (University College London).

Yao, L; Kanoulas, D; Ji, Z; Liu, Y; (2021) ShorelineNet: An Efficient Deep Learning Approach for Shoreline Semantic Segmentation for Unmanned Surface Vehicles. In: Proceedings of the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). (pp. pp. 5403-5409). Institute of Electrical and Electronics Engineers (IEEE)

Yap, Pauching; Ritter, Hippolyt; Barber, David; (2021) Addressing Catastrophic Forgetting in Few-Shot Problems. In: Meila, M and Zhang, T, (eds.) Proceedings of the 38th International Conference on Machine Learning. (pp. pp. 1-11). PMLR

Yassipour Tehrani, Sobhan; (2021) Automated Requirements Formalisation for Agile MDE. In: Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) 2021. (pp. pp. 173-180). IEEE

Ye, F; Manotumruksa, J; Zhang, Q; Li, S; Yilmaz, E; (2021) Slot Self-Attentive Dialogue State Tracking. In: WWW '21: Proceedings of the Web Conference 2021. (pp. pp. 1598-1608). ACM

Ye, Fanghua; Lin, Zhiwei; Chen, Chuan; Zheng, Zibin; Huang, Hong; (2021) Outlier-Resilient Web Service QoS Prediction. In: WWW '21: Proceedings of the Web Conference 2021. (pp. pp. 3099-3110). ACM Press: New York, NY, USA.

Yin, Z; Barucca, P; (2021) Stochastic Recurrent Neural Network for Multistep Time Series Forecasting. In: Neural Information Processing. (pp. pp. 14-26). Springer: Cham, Switzerland.

Yin, K; Jung, J; Coiera, E; Ho, KWK; Vagholkar, S; Blandford, A; Rapport, F; Yin, K; Jung, J; Coiera, E; Ho, KWK; Vagholkar, S; Blandford, A; Rapport, F; Lau, AYS; - view fewer (2021) How Patient Work Changes Over Time for People With Multimorbid Type 2 Diabetes: Qualitative Study. Journal of Medical Internet Research , 23 (7) , Article e25992. 10.2196/25992.

Young, AL; Vogel, JW; Aksman, LM; Wijeratne, PA; Eshaghi, A; Oxtoby, NP; Williams, SCR; ... Alzheimer’s Disease Neuroimaging Initiative; + view all Young, AL; Vogel, JW; Aksman, LM; Wijeratne, PA; Eshaghi, A; Oxtoby, NP; Williams, SCR; Alexander, DC; Alzheimer’s Disease Neuroimaging Initiative; - view fewer (2021) Ordinal SuStaIn: Subtype and Stage Inference for Clinical Scores, Visual Ratings, and Other Ordinal Data. Frontiers in Artificial Intelligence , 4 , Article 613261. 10.3389/frai.2021.613261.

Young, AL; Bocchetta, M; Russell, LL; Convery, RS; Peakman, G; Todd, E; Cash, DM; ... Genetic FTD Initiative (GENFI); + view all Young, AL; Bocchetta, M; Russell, LL; Convery, RS; Peakman, G; Todd, E; Cash, DM; Greaves, CV; Van Swieten, J; Jiskoot, L; Seelaar, H; Moreno, F; Sanchez-Valle, R; Borroni, B; Laforce, R; Masellis, M; Tartaglia, MC; Graff, C; Galimberti, D; Rowe, JB; Finger, E; Synofzik, M; Vandenberghe, R; De Mendonça, A; Tagliavini, F; Santana, I; Ducharme, S; Butler, C; Gerhard, A; Levin, J; Danek, A; Otto, M; Sorbi, S; Williams, SC; Alexander, DC; Rohrer, JD; Genetic FTD Initiative (GENFI); - view fewer (2021) Characterizing the Clinical Features and Atrophy Patterns of MAPT-Related Frontotemporal Dementia With Disease Progression Modeling. Neurology 10.1212/WNL.0000000000012410. (In press).

Yousaf, H; Kappos, G; Piotrowska, A; Kanjalkar, S; Delgado-Segura, S; Miller, A; Meiklejohn, S; (2021) An Empirical Analysis of Privacy in the Lightning Network. In: Financial Cryptography and Data Security. FC 2021. Lecture Notes in Computer Science, vol 12674. Springer, Berlin, Heidelberg: Online conference.

Z

Zambrana, Carme; Xenos, Alexandros; Böttcher, René; Malod-Dognin, Noël; Pržulj, Nataša; (2021) Network neighbors of viral targets and differentially expressed genes in COVID-19 are drug target candidates. Scientific Reports , 11 , Article 18985. 10.1038/s41598-021-98289-x.

Zantedeschi, V; Viallard, P; Morvant, E; Emonet, R; Habrard, A; Germain, P; Guedj, B; (2021) Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound. In: Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021). Advances in Neural Information Processing Systems (NeurIPS 2021)

Zantedeschi, Valentina; Kusner, Matt J; Niculae, Vlad; (2021) Learning Binary Decision Trees by Argmin Differentiation. In: Meila, M and Zhang, T, (eds.) Proceedings of the 38th International Conference on Machine Learning. (pp. pp. 12298-12309). PMLR

Zetzsche, S; van Heerdt, G; Sammartino, M; Silva, A; (2021) Canonical Automata via Distributive Law Homomorphisms. In: Proceedings 37th Conference on Mathematical Foundations of Programming Semantics (MFPS 2021). (pp. pp. 296-313).

Zhang, B; Amirian, J; Eberle, H; Pettré, J; Holloway, C; Carlson, T; (2021) From HRI to CRI: Crowd Robot Interaction - understanding the effect of robots on crowd motion. International Journal of Social Robotics 10.1007/s12369-021-00812-7. (In press).

Zhang, B; Eberle, H; Holloway, C; Carlson, T; (2021) Design requirements and challenges for intelligent power wheelchair use in crowds: learning from expert wheelchair users. In: Proceedings of the RESNA 2021 Virtual Conference. Rehabilitation Engineering and Assistive Technology Society of North America (RESNA)

Zhang, C; Barbano, R; Jin, B; (2021) Conditional Variational Autoencoder for Learned Image Reconstruction. Computation , 9 (11) , Article 114. 10.3390/computation9110114.

Zhang, M; Wang, T; Ceylan, D; Mitra, NJ; (2021) Deep Detail Enhancement for Any Garment. Computer Graphics Forum , 40 (2) pp. 399-411. 10.1111/cgf.142642.

Zhang, Meng; Wang, Tuanfeng Y; Ceylan, Duygu; Mitra, Niloy J; (2021) Dynamic Neural Garments. ACM Transactions on Graphics , 40 (6) , Article 235. 10.1145/3478513.3480497.

Zhang, Q; Cook, J; Yilmaz, E; (2021) Detecting and Forecasting Misinformation via Temporal and Geometric Propagation Patterns. In: Advances in Information Retrieval. ECIR 2021. (pp. pp. 455-462). Springer: Cham, Switzerland.

Zhang, Qiang; (2021) Towards Evaluating Veracity of Textual Statements on the Web. Doctoral thesis (Ph.D), UCL (University College London).

Zhang, Y; Zhuang, H; Liu, T; Chen, B; Cao, Z; Fu, Y; Fan, Z; Zhang, Y; Zhuang, H; Liu, T; Chen, B; Cao, Z; Fu, Y; Fan, Z; Chen, G; - view fewer (2021) A Bayesian graph embedding model for link-based classification problems. IEEE Transactions on Network Science and Engineering 10.1109/TNSE.2021.3131223.

Zhang, J; Harman, M; (2021) "Ignorance and Prejudice" in Software Fairness. In: (Proceedings) 43th International Conference on Software Engineering. IEEE: Virtual conference. (In press).

Zhang, Q; Lipani, A; Yilmaz, E; (2021) Learning Neural Point Processes with Latent Graphs. In: WWW '21: Proceedings of the Web Conference 2021. (pp. pp. 1495-1505). ACM

Zhang, R; Shi, Y; Schuller, B; André, E; Oviatt, S; Quigley, A; Marquardt, N; ... Ju, R; + view all Zhang, R; Shi, Y; Schuller, B; André, E; Oviatt, S; Quigley, A; Marquardt, N; Aslan, I; Ju, R; - view fewer (2021) User Experience for Multi-Device Ecosystems: Challenges and Opportunities. Presented at: CHI Conference on Human Factors in Computing Systems.

Zhang, Z; Vernekar, D; Qian, W; Kim, M; (2021) Non-local means based Rician noise filtering for diffusion tensor and kurtosis imaging in human brain and spinal cord. BMC Medical Imaging , 21 , Article 16. 10.1186/s12880-021-00549-9.

Zhao, A; Gudmundsson, E; Mogulkoc, N; Jones, MG; Van Moorsel, C; Corte, TJ; Romei, C; ... Jacob, J; + view all Zhao, A; Gudmundsson, E; Mogulkoc, N; Jones, MG; Van Moorsel, C; Corte, TJ; Romei, C; Savas, R; Brereton, CJ; Van Es, HW; Jo, H; De Liperi, A; Unat, O; Pontoppidan, K; Van Beek, F; Veltkamp, M; Hopkins, P; Moodley, Y; Taliani, A; Tavanti, L; Gholipour, B; Nair, A; Janes, S; Stewart, I; Barber, D; Alexander, DC; Wells, AU; Jacob, J; - view fewer (2021) Mortality in combined pulmonary fibrosis and emphysema patients is determined by the sum of pulmonary fibrosis and emphysema. ERJ Open Research , 7 (3) , Article 00316-2021. 10.1183/23120541.00316-2021.

Zhao, Y; Subramanian, S; Memoli, G; (2021) Acoustic wave focusing by 2.5D graded index lens. Applied Physics Letters , 119 (14) , Article 141907. 10.1063/5.0064246.

Zheng, Q; Wu, W; Pan, H; Mitra, N; Cohen-Or, D; Huang, H; (2021) Inferring object properties from human interaction and transferring them to new motions. Computational Visual Media , 7 (3) pp. 375-392. 10.1007/s41095-021-0218-8.

Zheng, R; Fernández Camporro, M; Romat, H; Henry Riche, N; Bach, B; Chevalier, F; Hinckley, K; Zheng, R; Fernández Camporro, M; Romat, H; Henry Riche, N; Bach, B; Chevalier, F; Hinckley, K; Marquardt, N; - view fewer (2021) Sketchnote Components, Design Space Dimensions, and Strategies for Effective Visual Note Taking. In: CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. (pp. pp. 1-15). ACM

Zhou, Liyi; Qin, Kaihua; Cully, Antoine; Livshits, Benjamin; Gervais, Arthur; (2021) On the Just-In-Time Discovery of Profit-Generating Transactions in DeFi Protocols. In: 2021 IEEE Symposium on Security and Privacy (SP). (pp. pp. 919-936). IEEE: San Francisco, CA, USA.

Zhou, Liyi; Qin, Kaihua; Torres, Christof Ferreira; Le, Duc V; Gervais, Arthur; (2021) High-Frequency Trading on Decentralized On-Chain Exchanges. In: 2021 IEEE Symposium on Security and Privacy (SP). (pp. pp. 428-445). IEEE: San Francisco, CA, USA.

Zhou, Y; Xu, M; Hu, Y; Lin, H; Jacob, J; Keane, PA; Alexander, DC; (2021) Learning to Address Intra-segment Misclassification in Retinal Imaging. In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021. (pp. pp. 482-492). Springer: Cham, Switzerland.

Š

Šemrl, J; (2021) Domain Range Semigroups and Finite Representations. In: Relational and Algebraic Methods in Computer Science. RAMiCS 2021. (pp. pp. 483-498). Springer: Cham, Switzerland.