One Fits Many : Class Confusion Loss for Versatile Domain Adaptation

In the open world, various label sets and domain configurations give rise to a variety of Domain Adaptation (DA) setups, including closed-set, partial-set, open-set, and universal DA, as well as multi-source and multi-target DA. It is notable that existing DA methods are generally designed only for...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 11 vom: 23. Nov., Seite 7251-7266
1. Verfasser: Jin, Ying (VerfasserIn)
Weitere Verfasser: Cao, Zhangjie, Wang, Ximei, Wang, Jianmin, Long, Mingsheng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article