Self-Adaptive Training : Bridging Supervised and Self-Supervised Learning

We propose self-adaptive training-a unified training algorithm that dynamically calibrates and enhances training processes by model predictions without incurring an extra computational cost-to advance both supervised and self-supervised learning of deep neural networks. We analyze the training dynam...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 3 vom: 16. Feb., Seite 1362-1377
1. Verfasser:	Huang, Lang (VerfasserIn)
Weitere Verfasser:	Zhang, Chao, Zhang, Hongyang
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2024
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article