Learning to compare: Relation network for few-shot learning F Sung, Y Yang, L Zhang, T Xiang, PHS Torr, TM Hospedales Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 4946 | 2018 |
Meta-learning in neural networks: A survey TM Hospedales, A Antoniou, P Micaelli, AJ Storkey IEEE transactions on pattern analysis and machine intelligence, 2021 | 2190 | 2021 |
Deep Mutual Learning Y Zhang, T Xiang, TM Hospedales, H Lu arXiv preprint arXiv:1706.00384, 2017 | 1959 | 2017 |
Deeper, Broader and Artier Domain Generalization D Li, Y Yang, YZ Song, TM Hospedales Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 1511 | 2017 |
Learning to generalize: Meta-learning for domain generalization D Li, Y Yang, YZ Song, TM Hospedales Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 1415 | 2018 |
TuckER: Tensor Factorization for Knowledge Graph Completion I Balažević, C Allen, TM Hospedales arXiv preprint arXiv:1901.09590, 2019 | 965 | 2019 |
Multi-level factorisation net for person re-identification X Chang, TM Hospedales, T Xiang CVPR 1, 2, 2018 | 603 | 2018 |
Transductive multi-view zero-shot learning Y Fu, TM Hospedales, T Xiang, S Gong IEEE transactions on pattern analysis and machine intelligence 37 (11), 2332 …, 2015 | 568 | 2015 |
Sketch me that shoe Q Yu, F Liu, YZ Song, T Xiang, TM Hospedales, CC Loy Computer Vision and Pattern Recognition (CVPR), 2016 IEEE Conference on, 799-807, 2016 | 508 | 2016 |
Sketch me that shoe Q Yu, F Liu, YZ Song, T Xiang, TM Hospedales, CC Loy Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 508 | 2016 |
Episodic training for domain generalization D Li, J Zhang, Y Yang, C Liu, YZ Song, TM Hospedales Proceedings of the IEEE International Conference on Computer Vision, 1446-1455, 2019 | 505 | 2019 |
Learning to Generate Novel Domains for Domain Generalization K Zhou, Y Yang, T Hospedales, T Xiang European Conference on Computer Vision, 561-578, 2020 | 465 | 2020 |
Person Re-identification by Attributes. R Layne, TM Hospedales, S Gong, Q Mary BMVC 2 (3), 8, 2012 | 465 | 2012 |
When face recognition meets with deep learning: an evaluation of convolutional neural networks for face recognition G Hu, Y Yang, D Yi, J Kittler, W Christmas, S Li, T Hospedales Proceedings of the IEEE International Conference on Computer Vision …, 2015 | 440 | 2015 |
Deep Domain-Adversarial Image Generation for Domain Generalisation. K Zhou, Y Yang, TM Hospedales, T Xiang AAAI, 13025-13032, 2020 | 390 | 2020 |
Sketch-a-net: A deep neural network that beats humans Q Yu, Y Yang, F Liu, YZ Song, T Xiang, TM Hospedales International Journal of Computer Vision 122 (3), 411-425, 2017 | 378 | 2017 |
Multi-relational Poincaré graph embeddings I Balazevic, C Allen, T Hospedales Advances in Neural Information Processing Systems, 4465-4475, 2019 | 369 | 2019 |
A markov clustering topic model for mining behaviour in video T Hospedales, S Gong, T Xiang 2009 IEEE 12th International Conference on Computer Vision, 1165-1172, 2009 | 314 | 2009 |
Deep Multi-task Representation Learning: A Tensor Factorisation Approach Y Yang, T Hospedales arXiv preprint arXiv:1605.06391, 2016 | 312 | 2016 |
Self-Supervised Representation Learning: Introduction, advances, and challenges L Ericsson, H Gouk, CC Loy, TM Hospedales IEEE Signal Processing Magazine 39 (3), 42-62, 2022 | 309 | 2022 |