Where and How to Transfer : Knowledge Aggregation-Induced Transferability Perception for Unsupervised Domain Adaptation

Unsupervised domain adaptation without accessing expensive annotation processes of target data has achieved remarkable successes in semantic segmentation. However, most existing state-of-the-art methods cannot explore whether semantic representations across domains are transferable or not, which may...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2021) vom: 16. Nov.
1. Verfasser:	Dong, Jiahua (VerfasserIn)
Weitere Verfasser:	Cong, Yang, Sun, Gan, Fang, Zhen, Ding, Zhengming
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2021
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article