Browse by UCL people
Group by: Type | Date
Number of items: 4.
Article
Li, X;
Sun, Z;
Xue, J;
Ma, Z;
(2021)
A concise review of recent few-shot meta-learning methods.
Neurocomputing
, 456
pp. 463-468.
10.1016/j.neucom.2020.05.114.
|
|
Li, X;
Wu, J;
Sun, Z;
Ma, Z;
Cao, J;
Xue, J-H;
(2020)
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification.
IEEE Transactions on Image Processing
10.1109/tip.2020.3043128.
(In press).
|
 |
Proceedings paper
|
Sun, Z;
Wu, J;
Li, X;
Yang, W;
Xue, J;
(2021)
Amortized Bayesian prototype meta-learning: A new probabilistic meta-learning approach to few-shot image classification.
In:
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS) 2021.
(pp. pp. 1414-1421).
PMLR: Volume 130: San Diego, California, USA.
|
Thesis
|
Sun, Zhuo;
(2023)
Transfer learning in Monte Carlo Methods and Beyond.
Doctoral thesis (Ph.D), UCL (University College London).
|
