MVEB : Self-Supervised Learning With Multi-View Entropy Bottleneck

Self-supervised learning aims to learn representation that can be effectively generalized to downstream tasks. Many self-supervised approaches regard two views of an image as both the input and the self-supervised signals, assuming that either view contains the same task-relevant information and the...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 9 vom: 03. Aug., Seite 6097-6108
1. Verfasser: Wen, Liangjian (VerfasserIn)
Weitere Verfasser: Wang, Xiasi, Liu, Jianzhuang, Xu, Zenglin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article