Building an Open-Vocabulary Video CLIP Model With Better Architectures, Optimization and Data
Despite significant results achieved by Contrastive Language-Image Pretraining (CLIP) in zero-shot image recognition, limited effort has been made exploring its potential for zero-shot video recognition. This paper presents Open-VCLIP++, a simple yet effective framework that adapts CLIP to a strong...
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Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 7 vom: 01. Juli, Seite 4747-4762
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Auteur principal: |
Wu, Zuxuan
(Auteur) |
Autres auteurs: |
Weng, Zejia,
Peng, Wujian,
Yang, Xitong,
Li, Ang,
Davis, Larry S,
Jiang, Yu-Gang |
Format: | Article en ligne
|
Langue: | English |
Publié: |
2024
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Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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Sujets: | Journal Article |