Contrastive Learning via Variational Information Bottleneck
Recent advances in self-supervised learning have witnessed great achievements, especially with the introduction of contrastive learning, where the goal is to maximize the mutual information between different augmentations of the same image, i.e., positive pairs. However, such optimization does not n...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 9 vom: 01. Aug., Seite 7410-7427
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| Auteur principal: |
Li, Jin
(Auteur) |
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| Autres auteurs: |
Wang, Yaoming,
Zhang, Xiaopeng,
Jiang, Dongsheng,
Dai, Wenrui,
Li, Chenglin,
Xiong, Hongkai,
Tian, Qi |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2025
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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