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Learning to Prompt for Vision-Language Models


Sep 02, 2021
Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

* Code: https://github.com/KaiyangZhou/CoOp 

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Energy-Based Open-World Uncertainty Modeling for Confidence Calibration


Aug 16, 2021
Yezhen Wang, Bo Li, Tong Che, Kaiyang Zhou, Ziwei Liu, Dongsheng Li

* ICCV 2021 (Poster) 

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MixStyle Neural Networks for Domain Generalization and Adaptation


Jul 05, 2021
Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang

* Extension of https://openreview.net/forum?id=6xHJ37MVxxp. Code available at https://github.com/KaiyangZhou/mixstyle-release 

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Semi-Supervised Domain Generalization with Stochastic StyleMatch


Jun 01, 2021
Kaiyang Zhou, Chen Change Loy, Ziwei Liu

* Tech report. Code available at https://github.com/KaiyangZhou/ssdg-benchmark 

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Domain Generalization with MixStyle


Apr 05, 2021
Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang

* ICLR 2021; Code is available at https://github.com/KaiyangZhou/mixstyle-release 

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Domain Generalization: A Survey


Mar 31, 2021
Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy

* v3: um, nothing new, except a little rewording in the abstract 

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Learning to Generate Novel Domains for Domain Generalization


Jul 07, 2020
Kaiyang Zhou, Yongxin Yang, Timothy Hospedales, Tao Xiang

* To appear in ECCV'20 

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Domain Adaptive Ensemble Learning


Mar 16, 2020
Kaiyang Zhou, Yongxin Yang, Yu Qiao, Tao Xiang

* Tech report 

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Deep Domain-Adversarial Image Generation for Domain Generalisation


Mar 12, 2020
Kaiyang Zhou, Yongxin Yang, Timothy Hospedales, Tao Xiang

* 8 pages 

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Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch


Oct 22, 2019
Kaiyang Zhou, Tao Xiang

* Tech report 

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Learning Generalisable Omni-Scale Representations for Person Re-Identification


Oct 22, 2019
Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang

* Extension of conference version: arXiv:1905.00953. Source code: https://github.com/KaiyangZhou/deep-person-reid 

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Omni-Scale Feature Learning for Person Re-Identification


May 02, 2019
Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro, Tao Xiang

* Tech report 

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Video Summarisation by Classification with Deep Reinforcement Learning


Sep 03, 2018
Kaiyang Zhou, Tao Xiang, Andrea Cavallaro

* In Proc. of BMVC 2018 

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Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward


Feb 13, 2018
Kaiyang Zhou, Yu Qiao, Tao Xiang

* AAAI 2018 

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