MetaKernel : Learning Variational Random Features With Limited Labels
Few-shot learning deals with the fundamental and challenging problem of learning from a few annotated samples, while being able to generalize well on new tasks. The crux of few-shot learning is to extract prior knowledge from related tasks to enable fast adaptation to a new task with a limited amoun...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 3 vom: 11. Feb., Seite 1464-1478
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| 1. Verfasser: |
Du, Yingjun
(VerfasserIn) |
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| Weitere Verfasser: |
Sun, Haoliang,
Zhen, Xiantong,
Xu, Jun,
Yin, Yilong,
Shao, Ling,
Snoek, Cees G M |
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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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