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GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation


Jan 25, 2022
Renchunzi Xie, Hongxin Wei, Lei Feng, Bo An

* Accepted by AAAI 2022 

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Alleviating Noisy-label Effects in Image Classification via Probability Transition Matrix


Oct 19, 2021
Ziqi Zhang, Yuexiang Li, Hongxin Wei, Kai Ma, Tao Xu, Yefeng Zheng


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Open-set Label Noise Can Improve Robustness Against Inherent Label Noise


Jun 21, 2021
Hongxin Wei, Lue Tao, Renchunzi Xie, Bo An


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Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management


Dec 23, 2020
Rundong Wang, Hongxin Wei, Bo An, Zhouyan Feng, Jun Yao

* Accepted by AAAI 2021 

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MetaInfoNet: Learning Task-Guided Information for Sample Reweighting


Dec 09, 2020
Hongxin Wei, Lei Feng, Rundong Wang, Bo An


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Combating noisy labels by agreement: A joint training method with co-regularization


Mar 06, 2020
Hongxin Wei, Lei Feng, Xiangyu Chen, Bo An

* Accepted by CVPR 2020; Code is available at: https://github.com/hongxin001/JoCoR. arXiv admin note: text overlap with arXiv:1901.04215 by other authors 

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