A Low Rank Promoting Prior for Unsupervised Contrastive Learning
Unsupervised learning is just at a tipping point where it could really take off. Among these approaches, contrastive learning has led to state-of-the-art performance. In this paper, we construct a novel probabilistic graphical model that effectively incorporates the low rank promoting prior into the...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 3 vom: 09. März, Seite 2667-2681
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| 1. Verfasser: |
Wang, Yu
(VerfasserIn) |
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| Weitere Verfasser: |
Lin, Jingyang,
Cai, Qi,
Pan, Yingwei,
Yao, Ting,
Chao, Hongyang,
Mei, Tao |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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