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Renzhe Xu

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On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Feb 09, 2024
Xingxuan Zhang, Jiansheng Li, Wenjing Chu, Junjia Hai, Renzhe Xu, Yuqing Yang, Shikai Guan, Jiazheng Xu, Peng Cui

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Flatness-Aware Minimization for Domain Generalization

Jul 20, 2023
Xingxuan Zhang, Renzhe Xu, Han Yu, Yancheng Dong, Pengfei Tian, Peng Cu

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Competing for Shareable Arms in Multi-Player Multi-Armed Bandits

May 30, 2023
Renzhe Xu, Haotian Wang, Xingxuan Zhang, Bo Li, Peng Cui

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Rethinking the Evaluation Protocol of Domain Generalization

May 24, 2023
Han Yu, Xingxuan Zhang, Renzhe Xu, Jiashuo Liu, Yue He, Peng Cui

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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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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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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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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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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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