A Comprehensive Survey on Source-Free Domain Adaptation

Over the past decade, domain adaptation has become a widely studied branch of transfer learning which aims to improve performance on target domains by leveraging knowledge from the source domain. Conventional domain adaptation methods often assume access to both source and target domain data simulta...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 8 vom: 01. Juli, Seite 5743-5762
1. Verfasser: Li, Jingjing (VerfasserIn)
Weitere Verfasser: Yu, Zhiqi, Du, Zhekai, Zhu, Lei, Shen, Heng Tao
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article