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Stability and Generalization of Bilevel Programming in Hyperparameter Optimization


Jun 08, 2021
Fan Bao, Guoqiang Wu, Chongxuan Li, Jun Zhu, Bo Zhang


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Exploring Memorization in Adversarial Training


Jun 03, 2021
Yinpeng Dong, Ke Xu, Xiao Yang, Tianyu Pang, Zhijie Deng, Hang Su, Jun Zhu


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KO-PDE: Kernel Optimized Discovery of Partial Differential Equations with Varying Coefficients


Jun 02, 2021
Yingtao Luo, Qiang Liu, Yuntian Chen, Wenbo Hu, Jun Zhu

* Preprint. Under review 

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Adversarial Training with Rectified Rejection


May 31, 2021
Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu


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Unsupervised Part Segmentation through Disentangling Appearance and Shape


May 26, 2021
Shilong Liu, Lei Zhang, Xiao Yang, Hang Su, Jun Zhu

* Accepted in CVPR 2021 

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Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization


May 10, 2021
Guoqiang Wu, Chongxuan Li, Kun Xu, Jun Zhu


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Automated Decision-based Adversarial Attacks


May 09, 2021
Qi-An Fu, Yinpeng Dong, Hang Su, Jun Zhu

* 16 pages, 6 figures 

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MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering


May 05, 2021
Tsung Wei Tsai, Chongxuan Li, Jun Zhu

* International Conference on Learning Representations (ICLR) 2021 

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Few-shot Continual Learning: a Brain-inspired Approach


Apr 19, 2021
Liyuan Wang, Qian Li, Yi Zhong, Jun Zhu


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Counter-Strike Deathmatch with Large-Scale Behavioural Cloning


Apr 09, 2021
Tim Pearce, Jun Zhu


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