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Siyuan Li

Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery

Dec 02, 2022
Yiqin Yang, Hao Hu, Wenzhe Li, Siyuan Li, Jun Yang, Qianchuan Zhao, Chongjie Zhang

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* published on AAAI2023
* 13pages

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CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels

Nov 29, 2022
Siyuan Li, Li Sun, Qingli Li

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Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning

Nov 12, 2022
Ziyi Zhang, Weikai Chen, Hui Cheng, Zhen Li, Siyuan Li, Liang Lin, Guanbin Li

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* NeurIPS 2022 Accept

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Efficient Multi-order Gated Aggregation Network

Nov 07, 2022
Siyuan Li, Zedong Wang, Zicheng Liu, Cheng Tan, Haitao Lin, Di Wu, Zhiyuan Chen, Jiangbin Zheng, Stan Z. Li

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* Preprint with 14 pages of main body and 5 pages of appendix

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IDRL: Identifying Identities in Multi-Agent Reinforcement Learning with Ambiguous Identities

Oct 24, 2022
Shijie Han, Peng liu, Siyuan Li

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CUP: Critic-Guided Policy Reuse

Oct 15, 2022
Jin Zhang, Siyuan Li, Chongjie Zhang

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* NeurIPS 2022

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OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning

Sep 11, 2022
Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Stan Z. Li

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* Preprint of 12 pages. The source code is available at https://github.com/Westlake-AI/openmixup

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Are Gradients on Graph Structure Reliable in Gray-box Attacks?

Aug 07, 2022
Zihan Liu, Yun Luo, Lirong Wu, Siyuan Li, Zicheng Liu, Stan Z. Li

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* Preprint of a full paper accepted by CIKM 2022

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Tracking Every Thing in the Wild

Jul 26, 2022
Siyuan Li, Martin Danelljan, Henghui Ding, Thomas E. Huang, Fisher Yu

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* ECCV2022

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