Deep Stable Learning for Out-Of-Distribution Generalization
Zhang, Xingxuan, Cui, Peng, Xu, Renzhe, Zhou, Linjun, He, Yue, Shen, Zheyan
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Effects of human mobility restrictions on the spread of COVID-19 in Shenzhen, China: a modelling study using mobile phone data
Zhou, Ying, Xu, Renzhe, Hu, Dongsheng, Yue, Yang, Li, Qingquan, Xia, Jizhe
Published in The Lancet Digital Health (01.08.2020)
Published in The Lancet Digital Health (01.08.2020)
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Journal Article
Web Resource
Towards Unsupervised Domain Generalization
Zhang, Xingxuan, Zhou, Linjun, Xu, Renzhe, Cui, Peng, Shen, Zheyan, Liu, Haoxin
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization
Zhang, Xingxuan, Xu, Renzhe, Yu, Han, Zou, Hao, Cui, Peng
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization
Xu, Renzhe, Zhang, Xingxuan, Shen, Zheyan, Zhang, Tong, Cui, Peng
Published in arXiv.org (17.10.2023)
Published in arXiv.org (17.10.2023)
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Paper
Journal Article
Competing for Shareable Arms in Multi-Player Multi-Armed Bandits
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Paper
Journal Article
Rethinking the Evaluation Protocol of Domain Generalization
Han, Yu, Zhang, Xingxuan, Xu, Renzhe, Liu, Jiashuo, He, Yue, Cui, Peng
Published in arXiv.org (23.03.2024)
Published in arXiv.org (23.03.2024)
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Paper
Journal Article
Towards Out-Of-Distribution Generalization: A Survey
Liu, Jiashuo, Shen, Zheyan, He, Yue, Zhang, Xingxuan, Xu, Renzhe, Han, Yu, Cui, Peng
Published in arXiv.org (27.07.2023)
Published in arXiv.org (27.07.2023)
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Paper
Journal Article
NICO++: Towards Better Benchmarking for Domain Generalization
Zhang, Xingxuan, He, Yue, Xu, Renzhe, Yu, Han, Shen, Zheyan, Cui, Peng
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
On the Out-Of-Distribution Generalization of Multimodal Large Language Models
Zhang, Xingxuan, Li, Jiansheng, Chu, Wenjing, Junjia Hai, Xu, Renzhe, Yang, Yuqing, Guan, Shikai, Xu, Jiazheng, Cui, Peng
Published in arXiv.org (09.02.2024)
Published in arXiv.org (09.02.2024)
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Paper
Journal Article
Model Agnostic Sample Reweighting for Out-of-Distribution Learning
Zhou, Xiao, Lin, Yong, Pi, Renjie, Zhang, Weizhong, Xu, Renzhe, Cui, Peng, Zhang, Tong
Published in arXiv.org (24.01.2023)
Published in arXiv.org (24.01.2023)
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Paper
Journal Article
Product Ranking for Revenue Maximization with Multiple Purchases
Xu, Renzhe, Zhang, Xingxuan, Li, Bo, Zhang, Yafeng, Chen, Xiaolong, Cui, Peng
Published in arXiv.org (02.01.2023)
Published in arXiv.org (02.01.2023)
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Paper
Journal Article
Stable Learning via Sparse Variable Independence
Han, Yu, Cui, Peng, He, Yue, Shen, Zheyan, Lin, Yong, Xu, Renzhe, Zhang, Xingxuan
Published in arXiv.org (02.12.2022)
Published in arXiv.org (02.12.2022)
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Paper
Journal Article
Flatness-Aware Minimization for Domain Generalization
Zhang, Xingxuan, Xu, Renzhe, Han, Yu, Yancheng Dong, Tian, Pengfei, Peng Cu
Published in arXiv.org (20.07.2023)
Published in arXiv.org (20.07.2023)
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Paper
Journal Article
NICO++: Towards Better Benchmarking for Domain Generalization
Zhang, Xingxuan, He, Yue, Xu, Renzhe, Han, Yu, Shen, Zheyan, Cui, Peng
Published in arXiv.org (21.04.2022)
Published in arXiv.org (21.04.2022)
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Paper
Journal Article
Towards Unsupervised Domain Generalization
Zhang, Xingxuan, Zhou, Linjun, Xu, Renzhe, Cui, Peng, Shen, Zheyan, Liu, Haoxin
Published in arXiv.org (12.04.2022)
Published in arXiv.org (12.04.2022)
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Paper
Journal Article
Regulatory Instruments for Fair Personalized Pricing
Xu, Renzhe, Zhang, Xingxuan, Cui, Peng, Li, Bo, Shen, Zheyan, Xu, Jiazheng
Published in arXiv.org (19.02.2022)
Published in arXiv.org (19.02.2022)
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Paper
Journal Article