Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation

Learning visual representations from web data has recently attracted attention for object recognition. Previous studies have mainly focused on overcoming label noise and data bias and have shown promising results by learning directly from web data. However, we argue that it might be better to transf...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 5 vom: 15. Mai, Seite 1100-1113
1. Verfasser:	Xu, Zhe (VerfasserIn)
Weitere Verfasser:	Huang, Shaoli, Zhang, Ya, Tao, Dacheng
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2018
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't