Toward Few-Shot Learning in the Open World : A Review and Beyond
Human intelligence is characterized by our ability to absorb and apply knowledge from the world around us, especially in rapidly acquiring new concepts from minimal examples, underpinned by prior knowledge. Few-shot learning (FSL) aims to mimic this capacity by enabling significant generalizations a...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 11 vom: 01. Okt., Seite 10420-10440
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| 1. Verfasser: |
Xue, Hui
(VerfasserIn) |
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| Weitere Verfasser: |
An, Yuexuan,
Qin, Yongchun,
Li, Wenqian,
Wu, Yixin,
Che, Yongjuan,
Fang, Pengfei,
Zhang, Min-Ling |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2025
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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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