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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Hlavní autoři:	Yongfeng Dong, Jiawei Li, Zhen Wang, Wenyu Jia
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2024-02-01
Edice:	Biomimetics
Témata:	biological nervous system DNNs label noise disagreement consistency
On-line přístup:	https://www.mdpi.com/2313-7673/9/2/92
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