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Prototype-Anchored Learning for Learning with Imperfect Annotations



Xiong Zhou , Xianming Liu , Deming Zhai , Junjun Jiang , Xin Gao , Xiangyang Ji

* ICML 2022 

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Learning Towards the Largest Margins



Xiong Zhou , Xianming Liu , Deming Zhai , Junjun Jiang , Xin Gao , Xiangyang Ji

* ICLR 2022 

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An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation



Ziquan Liu , Yi Xu , Yuanhong Xu , Qi Qian , Hao Li , Rong Jin , Xiangyang Ji , Antoni B. Chan


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Integral Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection



Xiaosong Zhang , Feng Liu , Zhiliang Peng , Zonghao Guo , Fang Wan , Xiangyang Ji , Qixiang Ye

* 12 pages,5 figures 

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Zero and R2D2: A Large-scale Chinese Cross-modal Benchmark and A Vision-Language Framework



Chunyu Xie , Heng Cai , Jianfei Song , Jincheng Li , Fanjing Kong , Xiaoyu Wu , Henrique Morimitsu , Lin Yao , Dexin Wang , Dawei Leng , Xiangyang Ji , Yafeng Deng


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PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI



Jingfen Xie , Jian Zhang , Yongbing Zhang , Xiangyang Ji


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Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation



Wenbo Zhao , Xianming Liu , Zhiwei Zhong , Junjun Jiang , Wei Gao , Ge Li , Xiangyang Ji


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Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies



Zihan Zhang , Xiangyang Ji , Simon S. Du


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Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon



Yiqi Zhong , Xianming Liu , Deming Zhai , Junjun Jiang , Xiangyang Ji

* This paper has been accepted by CVPR2022. Code: https://github.com/hncszyq/ShadowAttack 

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Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation



Gu Wang , Fabian Manhardt , Xingyu Liu , Xiangyang Ji , Federico Tombari

* Accepted to TPAMI 2021, in IEEE Transactions on Pattern Analysis and Machine Intelligence. arXiv admin note: text overlap with arXiv:2004.06468 

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