Latent Class-Conditional Noise Model

Learning with noisy labels has become imperative in the Big Data era, which saves expensive human labors on accurate annotations. Previous noise-transition-based methods have achieved theoretically-grounded performance under the Class-Conditional Noise model (CCN). However, these approaches builds u...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 8 vom: 22. Aug., Seite 9964-9980
Auteur principal: Yao, Jiangchao (Auteur)
Autres auteurs: Han, Bo, Zhou, Zhihan, Zhang, Ya, Tsang, Ivor W
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article