Towards harnessing feature embedding for robust learning with noisy labels

The memorization effect of deep neural networks (DNNs) plays a pivotal role in recent label noise learning methods. To exploit this effect, the model prediction-based methods have been widely adopted, which aim to exploit the outputs of DNNs in the early stage of learning to correct noisy labels. Ho...

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Bibliographic Details
Published in:Machine learning Vol. 111; no. 9; pp. 3181 - 3201
Main Authors: Zhang, Chuang, Shen, Li, Yang, Jian, Gong, Chen
Format: Journal Article
Language:English
Published: New York Springer US 01.09.2022
Springer Nature B.V
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ISSN:0885-6125, 1573-0565
Online Access:Get full text
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