新闻
- 我们的论文： "PointScatter: Point Set Representation for Tubular Structure Extraction " - Dong Wang, Zhao Zhang, Ziwei Zhao, Yuhang Liu, Yihong Chen, Liwei Wang , 已被 ECCV 2022 (Oral) 接收!
- 我们的论文： "Check and Link: Pairwise Lesion Correspondence Guides Mammogram Mass Detection " - Ziwei Zhao, Dong Wang, Yihong Chen, Ziteng Wang, Liwei Wang , 已被 ECCV 2022 接收!
- 我们的论文： "Nearly Optimal Policy Optimization with Stable at Any Time Guarantee " - Tianhao Wu, Yunchang Yang, Han Zhong, Liwei Wang , Simon S. Du, Jiantao Jiao 已被 ICML 2022 接收!
- 我们的论文： "Human-in-the-loop: Provably Efficient Preference-based Reinforcement Learning with General Function Approximation " - Xiaoyu Chen, Han Zhong, Zhuoran Yang, Zhaoran Wang, Liwei Wang 已被 ICML 2022 接收!
- 我们的论文： "Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets " - Han Zhong, Wei Xiong, Jiyuan Tan, Liwei Wang , Tong Zhang, Zhaoran Wang, Zhuoran Yang 已被 ICML 2022 接收!
近期发表论文 (完整发表论文列表)
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Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang , “RBGNet: Ray-based Grouping for 3D Object Detection ”, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2022
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Xiaoyu Chen, Jiachen Hu, Lin F. Yang, Liwei Wang , “Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver ”, International Conference on Learning Representations (ICLR), 2022 (Spotlight)
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Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang , “Understanding Domain Randomization for Sim-to-real Transfer ”, International Conference on Learning Representations (ICLR), 2022 (Spotlight)
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Yunchang Yang, Tianhao Wu, Han Zhong, Evrard Garcelon, Matteo Pirotta, Alessandro Lazaric, Liwei Wang , Simon Shaolei Du , “A Reduction-Based Framework for Conservative Bandits and Reinforcement Learning ”, International Conference on Learning Representations (ICLR), 2022
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Bohang Zhang, Du Jiang, Di He, Liwei Wang , “Boosting the Certified Robustness of L-infinity Distance Nets ”, International Conference on Learning Representations (ICLR), 2022
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Shengjie Luo, Shanda Li, Tianle Cai, Di He, Dinglan Peng, Shuxin Zheng, Guolin Ke, Liwei Wang , Tie-Yan Liu , “Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding ”, Conference on Neural Information Processing Systems (NeurIPS), 2021.
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Jikai Jin, Bohang Zhang, Haiyang Wang, Liwei Wang , “Non-convex Distributionally Robust Optimization: Non-asymptotic Analysis ”, Conference on Neural Information Processing Systems (NeurIPS), 2021.
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Haotian Ye, Chuanlong Xie, Tianle Cai, Ruichen Li, Zhenguo Li, Liwei Wang , “Towards a Theoretical Framework of Out-of-Distribution Generalization ”, Conference on Neural Information Processing Systems (NeurIPS), 2021.
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Han Zhong, Jiayi Huang, Lin F. Yang, Liwei Wang , “Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs ”, Conference on Neural Information Processing Systems (NeurIPS), 2021.
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Hanzhe Hu，Fangyun Wei，Han Hu，Qiwei Ye，Jinshi Cui，Liwei Wang , “Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning ”, Conference on Neural Information Processing Systems (NeurIPS), 2021.