Partial Domain Adaptation Without Domain Alignment

Unsupervised domain adaptation (UDA) aims to transfer knowledge from a well-labeled source domain to a related and unlabeled target domain with identical label space. The main workhorse in UDA is domain alignment and has proven successful. However, it is practically difficult to find an appropriate...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 7 vom: 12. Juli, Seite 8787-8797
Auteur principal: Li, Weikai (Auteur)
Autres auteurs: Chen, Songcan
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article