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Xiaoguang Niu

Wuhan University

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Idmap: Adaptive Selection for Reconstructing Instance-Dependent Noise Labels

Number of pages: 27 Posted: 15 Sep 2023
Jie Yang, Xiaoguang Niu, Yuanzhuo Xu, Zejun Zhang, Guangyi Guo, Steve Drew and Ruizhi Chen
Wuhan University, Wuhan University, affiliation not provided to SSRN, University of Southern California, affiliation not provided to SSRN, University of Calgary and Wuhan University
Downloads 69 (883,195)

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Instance-dependent noise, label reconstruction, sample selection, identity mapping

2.

Full-Stage Augmentation for Exemplar-Free Class-Incremental Learning

Number of pages: 33 Posted: 14 Mar 2024
Shuyang Li, Jie Yang, Lei Song, Zejun Zhang, Steve Drew and Xiaoguang Niu
Wuhan University, Wuhan University, affiliation not provided to SSRN, University of Southern California, University of Calgary and Wuhan University
Downloads 65 (924,743)

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Exemplar-free class-incremental learning, self-supervised multitask learning, training-time augmentation, test-time augmentation