AutoNovel : Automatically Discovering and Learning Novel Visual Categories
We tackle the problem of discovering novel classes in an image collection given labelled examples of other classes. We present a new approach called AutoNovel to address this problem by combining three ideas: (1) we suggest that the common approach of bootstrapping an image representation using the...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 10 vom: 24. Okt., Seite 6767-6781
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| 1. Verfasser: |
Han, Kai
(VerfasserIn) |
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| Weitere Verfasser: |
Rebuffi, Sylvestre-Alvise,
Ehrhardt, Sebastien,
Vedaldi, Andrea,
Zisserman, Andrew |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2022
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article
Research Support, Non-U.S. Gov't |
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