Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation

•We design a discriminative embedding constraint for the heterogeneous domain adaptation problem, which enhances the discriminative power of the common subspace.•To the best of our knowledge, we are the first to integrate the classifier adaptation, distribution alignment, and discriminative embeddin...

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Bibliographic Details

Published in:	Pattern recognition Vol. 101; p. 107165
Main Authors:	Yao, Yuan, Zhang, Yu, Li, Xutao, Ye, Yunming
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2020
Subjects:	Classifier adaptation Discriminative embedding Distribution alignment Heterogeneous domain adaptation Subspace learning Classifier adaptation Discriminative embedding Heterogeneous domain adaptation Subspace learning Distribution alignment
ISSN:	0031-3203, 1873-5142
Online Access:	Get full text
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