Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation
Few-shot learning aims to recognize novel classes from a few examples. Although significant progress has been made in the image domain, few-shot video classification is relatively unexplored. We argue that previous methods underestimate the importance of video feature learning and propose to learn s...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 12 vom: 01. Dez., Seite 8949-8961
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| 1. Verfasser: |
Xian, Yongqin
(VerfasserIn) |
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| Weitere Verfasser: |
Korbar, Bruno,
Douze, Matthijs,
Torresani, Lorenzo,
Schiele, Bernt,
Akata, Zeynep |
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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 |
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