| Learning to Compare: Relation Network for Few-Shot Learning F Sung, Y Yang, L Zhang, T Xiang, PHS Torr, TM Hospedales Computer Vision and Pattern Recognition (CVPR), 2018 | 5282 | 2018 |
| Deeper, Broader and Artier Domain Generalization D Li, Y Yang, YZ Song, TM Hospedales International Conference on Computer Vision (ICCV), 2017 | 1699 | 2017 |
| Learning to Generalize: Meta-Learning for Domain Generalization D Li, Y Yang, YZ Song, TM Hospedales AAAI Conference on Artificial Intelligence (AAAI), 2018 | 1588 | 2018 |
| Omni-Scale Feature Learning for Person Re-Identification K Zhou, Y Yang, A Cavallaro, T Xiang International Conference on Computer Vision (ICCV), 2019 | 1102 | 2019 |
| Domain generalization with mixstyle K Zhou, Y Yang, Y Qiao, T Xiang International Conference on Learning Representations (ICLR), 2021 | 898 | 2021 |
| Episodic training for domain generalization D Li, J Zhang, Y Yang, C Liu, YZ Song, TM Hospedales International Conference on Computer Vision (ICCV), 2019 | 541 | 2019 |
| Learning to Generate Novel Domains for Domain Generalization K Zhou, Y Yang, T Hospedales, T Xiang European Conference on Computer Vision (ECCV), 2020 | 515 | 2020 |
| 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 ChaLearn Looking at People Workshop ICCV (ChaLearn LAP), 2015 | 462 | 2015 |
| Deep Domain-Adversarial Image Generation for Domain Generalisation K Zhou, Y Yang, TM Hospedales, T Xiang AAAI Conference on Artificial Intelligence (AAAI), 2020 | 441 | 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 (IJCV), 2016 | 387 | 2016 |
| Deep Multi-task Representation Learning: A Tensor Factorisation Approach Y Yang, T Hospedales International Conference on Learning Representations (ICLR), 2017 | 324 | 2017 |
| Feature-Critic Networks for Heterogeneous Domain Generalization Y Li, Y Yang, W Zhou, TM Hospedales International Conference on Machine Learning (ICML), 2019 | 315 | 2019 |
| Domain adaptive ensemble learning K Zhou, Y Yang, Y Qiao, T Xiang IEEE Transactions on Image Processing 30, 8008-8018, 2021 | 314 | 2021 |
| Learning generalisable omni-scale representations for person re-identification K Zhou, Y Yang, A Cavallaro, T Xiang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 | 304 | 2021 |
| Generalizable Person Re-identification by Domain-Invariant Mapping Network J Song, Y Yang, YZ Song, T Xiang, TM Hospedales Computer Vision and Pattern Recognition (CVPR), 2019 | 291 | 2019 |
| Trace Norm Regularised Deep Multi-Task Learning Y Yang, TM Hospedales International Conference on Learning Representations (ICLR) Workshop, 2017 | 266 | 2017 |
| Sketch-a-Net that Beats Humans Q Yu, Y Yang, YZ Song, T Xiang, TM Hospedales British Machine Vision Conference (BMVC), 2015 | 258 | 2015 |
| Deep Neural Decision Trees Y Yang, IG Morillo, TM Hospedales ICML Workshop on Human Interpretability in Machine Learning (WHI), 2018 | 234 | 2018 |
| DADA: Differentiable Automatic Data Augmentation Y Li, G Hu, Y Wang, T Hospedales, NM Robertson, Y Yang European Conference on Computer Vision (ECCV), 2020 | 203* | 2020 |
| Stochastic Classifiers for Unsupervised Domain Adaptation Z Lu, Y Yang, X Zhu, C Liu, YZ Song, T Xiang Computer Vision and Pattern Recognition (CVPR), 2020 | 202 | 2020 |
Timothy M. HospedalesProfessor, University of Edinburgh; Samsung AI Research確認したメール アドレス: ed.ac.uk
