Dynamic Support Network for Few-Shot Class Incremental Learning
Few-shot class-incremental learning (FSCIL) is challenged by catastrophically forgetting old classes and over-fitting new classes. Revealed by our analyses, the problems are caused by feature distribution crumbling, which leads to class confusion when continuously embedding few samples to a fixed fe...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 3 vom: 19. März, Seite 2945-2951
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| 1. Verfasser: |
Yang, Boyu
(VerfasserIn) |
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| Weitere Verfasser: |
Lin, Mingbao,
Zhang, Yunxiao,
Liu, Binghao,
Liang, Xiaodan,
Ji, Rongrong,
Ye, Qixiang |
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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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