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Graph Matching with Bi-level Noisy Correspondence


Dec 22, 2022
Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng

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UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup


Oct 10, 2022
Zongbo Han, Zhipeng Liang, Fan Yang, Liu Liu, Lanqing Li, Yatao Bian, Peilin Zhao, Bingzhe Wu, Changqing Zhang, Jianhua Yao

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* NeurIPS 2022 

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Trusted Multi-View Classification with Dynamic Evidential Fusion


Apr 27, 2022
Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou

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* Journal version of arXiv:2102.02051. Accepted by IEEE TPAMI 

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Uncertainty-Aware Multi-View Representation Learning


Jan 15, 2022
Yu Geng, Zongbo Han, Changqing Zhang, Qinghua Hu

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* AAAI 2021 published paper 

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Trustworthy Long-Tailed Classification


Nov 17, 2021
Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang

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Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions


Nov 11, 2021
Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu

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* Accepted to NeurIPS 2021 

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Identifying Incorrect Classifications with Balanced Uncertainty


Oct 15, 2021
Bolian Li, Zige Zheng, Changqing Zhang

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Trusted Multi-View Classification


Feb 03, 2021
Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou

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* Accepted by ICLR 2021 

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