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Yongxin Yang
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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
Computer Vision and Pattern Recognition (CVPR), 2018
29642018
Deeper, Broader and Artier Domain Generalization
D Li, Y Yang, YZ Song, TM Hospedales
International Conference on Computer Vision (ICCV), 2017
7292017
Learning to Generalize: Meta-Learning for Domain Generalization
D Li, Y Yang, YZ Song, TM Hospedales
AAAI Conference on Artificial Intelligence (AAAI), 2018
6872018
Omni-Scale Feature Learning for Person Re-Identification
K Zhou, Y Yang, A Cavallaro, T Xiang
International Conference on Computer Vision (ICCV), 2019
5272019
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
3312015
Episodic training for domain generalization
D Li, J Zhang, Y Yang, C Liu, YZ Song, TM Hospedales
International Conference on Computer Vision (ICCV), 2019
2922019
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
2692016
Deep Multi-task Representation Learning: A Tensor Factorisation Approach
Y Yang, T Hospedales
International Conference on Learning Representations (ICLR), 2017
2322017
Sketch-a-Net that Beats Humans
Q Yu, Y Yang, YZ Song, T Xiang, TM Hospedales
British Machine Vision Conference (BMVC), 2015
2172015
Domain generalization with mixstyle
K Zhou, Y Yang, Y Qiao, T Xiang
International Conference on Learning Representations (ICLR), 2021
2092021
Trace Norm Regularised Deep Multi-Task Learning
Y Yang, TM Hospedales
International Conference on Learning Representations (ICLR) Workshop, 2017
1802017
A Unified Perspective on Multi-Domain and Multi-Task Learning
Y Yang, TM Hospedales
International Conference on Learning Representations (ICLR), 2015
1642015
Learning to Generate Novel Domains for Domain Generalization
K Zhou, Y Yang, T Hospedales, T Xiang
European Conference on Computer Vision (ECCV), 2020
1582020
Feature-Critic Networks for Heterogeneous Domain Generalization
Y Li, Y Yang, W Zhou, TM Hospedales
International Conference on Machine Learning (ICML), 2019
1532019
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
1492019
Deep Domain-Adversarial Image Generation for Domain Generalisation.
K Zhou, Y Yang, TM Hospedales, T Xiang
AAAI Conference on Artificial Intelligence (AAAI), 2020
1432020
Frankenstein: Learning Deep Face Representations using Small Data
G Hu, X Peng, Y Yang, T Hospedales, J Verbeek
IEEE Transactions on Image Processing (TIP), 2017
1332017
Deep Neural Decision Trees
Y Yang, IG Morillo, TM Hospedales
ICML Workshop on Human Interpretability in Machine Learning (WHI), 2018
1222018
Learning to Learn: Meta-Critic Networks for Sample Efficient Learning
F Sung, L Zhang, T Xiang, T Hospedales, Y Yang
arXiv preprint arXiv:1706.09529, 2017
1162017
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
1112021
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