Tackling Noisy Labels with Network Parameter Additive Decomposition

Given data with noisy labels, over-parameterized deep networks suffer overfitting mislabeled data, resulting in poor generalization. The memorization effect of deep networks shows that although the networks have the ability to memorize all noisy data, they would first memorize clean training data, a...

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Bibliographische Detailangaben

Hauptverfasser:	Wang, Jingyi, Xia, Xiaobo, Lan, Long, Wu, Xinghao, Yu, Jun, Yang, Wenjing, Han, Bo, Liu, Tongliang
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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