UNK-VQA : A Dataset and a Probe Into the Abstention Ability of Multi-Modal Large Models
Teaching Visual Question Answering (VQA) models to refrain from answering unanswerable questions is necessary for building a trustworthy AI system. Existing studies, though have explored various aspects of VQA but somewhat ignored this particular attribute. This paper aims to bridge the research gap...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 02. Dez., Seite 10284-10296
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| Auteur principal: |
Guo, Yangyang
(Auteur) |
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| Autres auteurs: |
Jiao, Fangkai,
Shen, Zhiqi,
Nie, Liqiang,
Kankanhalli, Mohan |
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| Format: | Article en ligne
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| Langue: | English |
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| 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 |
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