<> <http://www.w3.org/2000/01/rdf-schema#comment> "The repository administrator has not yet configured an RDF license."^^<http://www.w3.org/2001/XMLSchema#string> . <> <http://xmlns.com/foaf/0.1/primaryTopic> <https://discovery.ucl.ac.uk/id/eprint/10081678> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/title> "CreativeAI: Deep learning for graphics SIGGRAPH 2019"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/abstract> "In computer graphics, many traditional problems are now better handled by deep-learning based data-driven methods. In applications that operate on regular 2D domains, like image processing and computational photography, deep networks are state-of-the-art, often beating dedicated hand-crafted methods by significant margins. More recently, other domains such as geometry processing, animation, video processing, and physical simulations have benefited from deep learning methods as well, often requiring application-specific learning architectures. The massive volume of research that has emerged in just a few years is often difficult to grasp for researchers new to this area. This course gives an organized overview of core theory, practice, and graphics-related applications of deep learning."^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/date> "2019-07-28" . <https://discovery.ucl.ac.uk/id/document/967922> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Document> . <https://discovery.ucl.ac.uk/id/org/ext-2af1883e4bbfa0356fcedb366171cb38> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Organization> . <https://discovery.ucl.ac.uk/id/org/ext-2af1883e4bbfa0356fcedb366171cb38> <http://xmlns.com/foaf/0.1/name> "ACM"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/publisher> <https://discovery.ucl.ac.uk/id/org/ext-2af1883e4bbfa0356fcedb366171cb38> . <https://discovery.ucl.ac.uk/id/publication/ext-e0aa5942537df721f6bb87f177304240> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Collection> . <https://discovery.ucl.ac.uk/id/publication/ext-e0aa5942537df721f6bb87f177304240> <http://xmlns.com/foaf/0.1/name> "ACM SIGGRAPH 2019 Courses, SIGGRAPH 2019"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/isPartOf> <https://discovery.ucl.ac.uk/id/publication/ext-e0aa5942537df721f6bb87f177304240> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/status> <http://purl.org/ontology/bibo/status/published> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-fd766fa342b96f3c407566c4fa33538a> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> . <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_1> <https://discovery.ucl.ac.uk/id/person/ext-fd766fa342b96f3c407566c4fa33538a> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-0aa40a7fc8653f4c253f0efe699bbc5c> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> . <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_2> <https://discovery.ucl.ac.uk/id/person/ext-0aa40a7fc8653f4c253f0efe699bbc5c> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-c13e2cbe27a2c431c1166989650f0589> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> . <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_3> <https://discovery.ucl.ac.uk/id/person/ext-c13e2cbe27a2c431c1166989650f0589> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-1df857c9e2b5b007ff772b71193f0fda> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> . <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_4> <https://discovery.ucl.ac.uk/id/person/ext-1df857c9e2b5b007ff772b71193f0fda> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-f8fcb136c8368c50079a7722fb4fcc96> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> . <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_5> <https://discovery.ucl.ac.uk/id/person/ext-f8fcb136c8368c50079a7722fb4fcc96> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/creator> <https://discovery.ucl.ac.uk/id/person/ext-bb0f75a9b736fddce083dc33ad2ee0d9> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/authorList> <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> . <https://discovery.ucl.ac.uk/id/eprint/10081678#authors> <http://www.w3.org/1999/02/22-rdf-syntax-ns#_6> <https://discovery.ucl.ac.uk/id/person/ext-bb0f75a9b736fddce083dc33ad2ee0d9> . <https://discovery.ucl.ac.uk/id/person/ext-0aa40a7fc8653f4c253f0efe699bbc5c> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-0aa40a7fc8653f4c253f0efe699bbc5c> <http://xmlns.com/foaf/0.1/givenName> "I"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-0aa40a7fc8653f4c253f0efe699bbc5c> <http://xmlns.com/foaf/0.1/familyName> "Kokkinos"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-0aa40a7fc8653f4c253f0efe699bbc5c> <http://xmlns.com/foaf/0.1/name> "I Kokkinos"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-c13e2cbe27a2c431c1166989650f0589> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-c13e2cbe27a2c431c1166989650f0589> <http://xmlns.com/foaf/0.1/givenName> "P"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-c13e2cbe27a2c431c1166989650f0589> <http://xmlns.com/foaf/0.1/familyName> "Guerrero"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-c13e2cbe27a2c431c1166989650f0589> <http://xmlns.com/foaf/0.1/name> "P Guerrero"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-fd766fa342b96f3c407566c4fa33538a> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-fd766fa342b96f3c407566c4fa33538a> <http://xmlns.com/foaf/0.1/givenName> "NJ"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-fd766fa342b96f3c407566c4fa33538a> <http://xmlns.com/foaf/0.1/familyName> "Mitra"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-fd766fa342b96f3c407566c4fa33538a> <http://xmlns.com/foaf/0.1/name> "NJ Mitra"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-f8fcb136c8368c50079a7722fb4fcc96> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-f8fcb136c8368c50079a7722fb4fcc96> <http://xmlns.com/foaf/0.1/givenName> "V"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-f8fcb136c8368c50079a7722fb4fcc96> <http://xmlns.com/foaf/0.1/familyName> "Kim"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-f8fcb136c8368c50079a7722fb4fcc96> <http://xmlns.com/foaf/0.1/name> "V Kim"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-bb0f75a9b736fddce083dc33ad2ee0d9> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-bb0f75a9b736fddce083dc33ad2ee0d9> <http://xmlns.com/foaf/0.1/givenName> "L"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-bb0f75a9b736fddce083dc33ad2ee0d9> <http://xmlns.com/foaf/0.1/familyName> "Guibas"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-bb0f75a9b736fddce083dc33ad2ee0d9> <http://xmlns.com/foaf/0.1/name> "L Guibas"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-1df857c9e2b5b007ff772b71193f0fda> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://xmlns.com/foaf/0.1/Person> . <https://discovery.ucl.ac.uk/id/person/ext-1df857c9e2b5b007ff772b71193f0fda> <http://xmlns.com/foaf/0.1/givenName> "N"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-1df857c9e2b5b007ff772b71193f0fda> <http://xmlns.com/foaf/0.1/familyName> "Thuerey"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/person/ext-1df857c9e2b5b007ff772b71193f0fda> <http://xmlns.com/foaf/0.1/name> "N Thuerey"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Article> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/ontology/bibo/presentedAt> <https://discovery.ucl.ac.uk/id/event/ext-2fe6500819b6631a773dd4da2392bf00> . <https://discovery.ucl.ac.uk/id/event/ext-2fe6500819b6631a773dd4da2392bf00> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://purl.org/ontology/bibo/Conference> . <https://discovery.ucl.ac.uk/id/event/ext-2fe6500819b6631a773dd4da2392bf00> <http://purl.org/dc/terms/title> "SIGGRAPH '19 ACM"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/EPrint> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/ProceedingsSectionEPrint> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/terms/isPartOf> <https://discovery.ucl.ac.uk/id/repository> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967922> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/967922> <http://www.w3.org/2000/01/rdf-schema#label> "CreativeAI: Deep learning for graphics SIGGRAPH 2019 (Text)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://purl.org/dc/elements/1.1/hasVersion> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://eprints.org/ontology/hasAccepted> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967922> <http://eprints.org/ontology/hasFile> <https://discovery.ucl.ac.uk/id/eprint/10081678/1/part1_introduction_niloy.pdf> . <https://discovery.ucl.ac.uk/id/document/967922> <http://purl.org/dc/terms/hasPart> <https://discovery.ucl.ac.uk/id/eprint/10081678/1/part1_introduction_niloy.pdf> . <https://discovery.ucl.ac.uk/id/eprint/10081678/1/part1_introduction_niloy.pdf> <http://www.w3.org/2000/01/rdf-schema#label> "part1_introduction_niloy.pdf"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/967923> . <https://discovery.ucl.ac.uk/id/document/967923> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/967923> <http://www.w3.org/2000/01/rdf-schema#label> "CreativeAI: Deep learning for graphics SIGGRAPH 2019 (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/967923> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967923> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967923> <http://eprints.org/relation/islightboxThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/967924> . <https://discovery.ucl.ac.uk/id/document/967924> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/967924> <http://www.w3.org/2000/01/rdf-schema#label> "CreativeAI: Deep learning for graphics SIGGRAPH 2019 (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/967924> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967924> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967924> <http://eprints.org/relation/ispreviewThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/967925> . <https://discovery.ucl.ac.uk/id/document/967925> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/967925> <http://www.w3.org/2000/01/rdf-schema#label> "CreativeAI: Deep learning for graphics SIGGRAPH 2019 (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/967925> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967925> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967925> <http://eprints.org/relation/ismediumThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/967926> . <https://discovery.ucl.ac.uk/id/document/967926> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/967926> <http://www.w3.org/2000/01/rdf-schema#label> "CreativeAI: Deep learning for graphics SIGGRAPH 2019 (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/967926> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967926> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967926> <http://eprints.org/relation/issmallThumbnailVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://eprints.org/ontology/hasDocument> <https://discovery.ucl.ac.uk/id/document/967927> . <https://discovery.ucl.ac.uk/id/document/967927> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://eprints.org/ontology/Document> . <https://discovery.ucl.ac.uk/id/document/967927> <http://www.w3.org/2000/01/rdf-schema#label> "CreativeAI: Deep learning for graphics SIGGRAPH 2019 (Other)"^^<http://www.w3.org/2001/XMLSchema#string> . <https://discovery.ucl.ac.uk/id/document/967927> <http://eprints.org/relation/isVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967927> <http://eprints.org/relation/isVolatileVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/document/967927> <http://eprints.org/relation/isIndexCodesVersionOf> <https://discovery.ucl.ac.uk/id/document/967922> . <https://discovery.ucl.ac.uk/id/eprint/10081678> <http://www.w3.org/2000/01/rdf-schema#seeAlso> <https://discovery.ucl.ac.uk/id/eprint/10081678/> . <https://discovery.ucl.ac.uk/id/eprint/10081678/> <http://purl.org/dc/elements/1.1/title> "HTML Summary of #10081678 \n\nCreativeAI: Deep learning for graphics SIGGRAPH 2019\n\n" . <https://discovery.ucl.ac.uk/id/eprint/10081678/> <http://purl.org/dc/elements/1.1/format> "text/html" . <https://discovery.ucl.ac.uk/id/eprint/10081678/> <http://xmlns.com/foaf/0.1/primaryTopic> <https://discovery.ucl.ac.uk/id/eprint/10081678> .