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Timothy M. Hospedales
Timothy M. Hospedales
Professor, University of Edinburgh; Samsung AI Research
Email confirmado em ed.ac.uk - Página inicial
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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
51392018
Meta-learning in neural networks: A survey
TM Hospedales, A Antoniou, P Micaelli, AJ Storkey
IEEE transactions on pattern analysis and machine intelligence, 2021
23862021
Deep Mutual Learning
Y Zhang, T Xiang, TM Hospedales, H Lu
arXiv preprint arXiv:1706.00384, 2017
20802017
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
16332017
Learning to generalize: Meta-learning for domain generalization
D Li, Y Yang, YZ Song, TM Hospedales
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
15242018
TuckER: Tensor Factorization for Knowledge Graph Completion
I Balažević, C Allen, TM Hospedales
arXiv preprint arXiv:1901.09590, 2019
10332019
Multi-level factorisation net for person re-identification
X Chang, TM Hospedales, T Xiang
CVPR 1, 2, 2018
6112018
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
5792015
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
5272019
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
5182016
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
5182016
Learning to Generate Novel Domains for Domain Generalization
K Zhou, Y Yang, T Hospedales, T Xiang
European Conference on Computer Vision, 561-578, 2020
4932020
Person Re-identification by Attributes.
R Layne, TM Hospedales, S Gong, Q Mary
BMVC 2 (3), 8, 2012
4682012
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
4512015
Deep Domain-Adversarial Image Generation for Domain Generalisation.
K Zhou, Y Yang, TM Hospedales, T Xiang
AAAI, 13025-13032, 2020
4232020
Multi-relational Poincaré graph embeddings
I Balazevic, C Allen, T Hospedales
Advances in Neural Information Processing Systems, 4465-4475, 2019
3852019
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
3832017
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
3572022
Deep Multi-task Representation Learning: A Tensor Factorisation Approach
Y Yang, T Hospedales
arXiv preprint arXiv:1605.06391, 2016
3212016
How Well Do Self-Supervised Models Transfer?
L Ericsson, H Gouk, TM Hospedales
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
3192021
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