MetaKernel : Learning Variational Random Features With Limited Labels

Few-shot learning deals with the fundamental and challenging problem of learning from a few annotated samples, while being able to generalize well on new tasks. The crux of few-shot learning is to extract prior knowledge from related tasks to enable fast adaptation to a new task with a limited amoun...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 3 vom: 28. März, Seite 1464-1478
Auteur principal: Du, Yingjun (Auteur)
Autres auteurs: Sun, Haoliang, Zhen, Xiantong, Xu, Jun, Yin, Yilong, Shao, Ling, Snoek, Cees G M
Format: Article en ligne
Langue:English
Publié: 2024
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article