Selective Random Walk for Transfer Learning in Heterogeneous Label Spaces

Transfer learning has been widely used in different scenarios, especially in those lacking enough labeled data. However, most of the existing transfer learning methods are based on the assumption that the source and target domains should share the label space entirely or partially, which greatly lim...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 6 vom: 30. Mai, Seite 4476-4488
1. Verfasser: Xiao, Qiao (VerfasserIn)
Weitere Verfasser: Zhang, Yu, Yang, Qiang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article