Variational Distillation for Multi-View Learning
Information Bottleneck (IB) provides an information-theoretic principle for multi-view learning by revealing the various components contained in each viewpoint. This highlights the necessity to capture their distinct roles to achieve view-invariance and predictive representations but remains under-e...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 7 vom: 22. Juni, Seite 4551-4566
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| 1. Verfasser: |
Tian, Xudong
(VerfasserIn) |
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| Weitere Verfasser: |
Zhang, Zhizhong,
Wang, Cong,
Zhang, Wensheng,
Qu, Yanyun,
Ma, Lizhuang,
Wu, Zongze,
Xie, Yuan,
Tao, Dacheng |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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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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