Semi-supervised Deep Domain Adaptation via Coupled Neural Networks

Domain adaptation is a promising technique when addressing limited or no labeled target data by borrowing well-labeled knowledge from the auxiliary source data. Recently, researchers have exploited multi-layer structures for discriminative feature learning to reduce the domain discrepancy. However,...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 27(2018), 11 vom: 18. Nov., Seite 5214-5224
1. Verfasser: Ding, Zhengming (VerfasserIn)
Weitere Verfasser: Nasrabadi, Nasser M, Fu, Yun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article