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Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization


Mar 03, 2023
Xingxuan Zhang, Renzhe Xu, Han Yu, Hao Zou, Peng Cui

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* Accepted by CVPR2023 

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Model Agnostic Sample Reweighting for Out-of-Distribution Learning


Jan 24, 2023
Xiao Zhou, Yong Lin, Renjie Pi, Weizhong Zhang, Renzhe Xu, Peng Cui, Tong Zhang

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Stable Learning via Sparse Variable Independence


Dec 02, 2022
Han Yu, Peng Cui, Yue He, Zheyan Shen, Yong Lin, Renzhe Xu, Xingxuan Zhang

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* Accepted by AAAI 2023 

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Product Ranking for Revenue Maximization with Multiple Purchases


Oct 15, 2022
Renzhe Xu, Xingxuan Zhang, Bo Li, Yafeng Zhang, Xiaolong Chen, Peng Cui

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* NeurIPS 2022 

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NICO++: Towards Better Benchmarking for Domain Generalization


Apr 21, 2022
Xingxuan Zhang, Yue He, Renzhe Xu, Han Yu, Zheyan Shen, Peng Cui

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* The NICO challenge based on NICO++ can be found at https://nicochallenge.com/ 

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Towards Domain Generalization in Object Detection


Mar 27, 2022
Xingxuan Zhang, Zekai Xu, Renzhe Xu, Jiashuo Liu, Peng Cui, Weitao Wan, Chong Sun, Chen Li

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Regulatory Instruments for Fair Personalized Pricing


Feb 09, 2022
Renzhe Xu, Xingxuan Zhang, Peng Cui, Bo Li, Zheyan Shen, Jiazheng Xu

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* WWW 2022 

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Why Stable Learning Works? A Theory of Covariate Shift Generalization


Nov 03, 2021
Renzhe Xu, Peng Cui, Zheyan Shen, Xingxuan Zhang, Tong Zhang

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* 25 pages 

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Towards Out-Of-Distribution Generalization: A Survey


Aug 31, 2021
Zheyan Shen, Jiashuo Liu, Yue He, Xingxuan Zhang, Renzhe Xu, Han Yu, Peng Cui

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Domain-Irrelevant Representation Learning for Unsupervised Domain Generalization


Jul 13, 2021
Xingxuan Zhang, Linjun Zhou, Renzhe Xu, Peng Cui, Zheyan Shen, Haoxin Liu

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