CoDC: Accurate Learning with Noisy Labels via Disagreement and Consistency

Inspired by the biological nervous system, deep neural networks (DNNs) are able to achieve remarkable performance in various tasks. However, they struggle to handle label noise, which can poison the memorization effects of DNNs. Co-teaching-based methods are popular in learning with noisy labels. Th...

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Bibliographic Details
Main Authors: Yongfeng Dong, Jiawei Li, Zhen Wang, Wenyu Jia
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Biomimetics
Subjects:
Online Access:https://www.mdpi.com/2313-7673/9/2/92