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Open-World Pose Transfer via Sequential Test-Time Adaption


Mar 20, 2023
Junyang Chen, Xiaoyu Xian, Zhijing Yang, Tianshui Chen, Yongyi Lu, Yukai Shi, Jinshan Pan, Liang Lin

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* We call for a solid pose transfer model that can handle open-world instances beyond a specific dataset 

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OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup


Jan 03, 2023
Zhijing Yang, Junyang Chen, Yukai Shi, Hao Li, Tianshui Chen, Liang Lin

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* To be published in IEEE T-MM; Code is available at: https://github.com/JyChen9811/DOC-VTON 

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Category-Adaptive Label Discovery and Noise Rejection for Multi-label Image Recognition with Partial Positive Labels


Nov 15, 2022
Tao Pu, Qianru Lao, Hefeng Wu, Tianshui Chen, Liang Lin

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* arXiv admin note: text overlap with arXiv:2205.13092 

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Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels


May 26, 2022
Tao Pu, Tianshui Chen, Hefeng Wu, Yongyi Lu, Liang Lin

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* Technical Report. arXiv admin note: substantial text overlap with arXiv:2203.02172 

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Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels


May 23, 2022
Tianshui Chen, Tao Pu, Lingbo Liu, Yukai Shi, Zhijing Yang, Liang Lin

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* Technical Report. arXiv admin note: text overlap with arXiv:2112.10941 

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Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation


Apr 23, 2022
Yupei Lin, Sen Zhang, Tianshui Chen, Yongyi Lu, Guangping Li, Yukai Shi

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* We found that negatives show better effects in contrastive learning by adopting a sample pruning constraint 

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Semantic Representation and Dependency Learning for Multi-Label Image Recognition


Apr 08, 2022
Tao Pu, Lixian Yuan, Hefeng Wu, Tianshui Chen, Ling Tian, Liang Lin

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* 25 pages, 7 figures 

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Structured Semantic Transfer for Multi-Label Recognition with Partial Labels


Dec 22, 2021
Tianshui Chen, Tao Pu, Hefeng Wu, Yuan Xie, Liang Lin

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* Accepted by AAAI'22 

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Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction


Nov 30, 2021
Lingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin

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