CSTrans: cross-subdomain transformer for unsupervised domain adaptation

Abstract Unsupervised domain adaptation (UDA) aims to make full use of a labeled source domain data to classify an unlabeled target domain data. With the success of Transformer in various vision tasks, existing UDA methods borrow strong Transformer framework to learn global domain-invariant feature...

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Bibliographic Details
Main Authors: Junchi Liu, Xiang Zhang, Zhigang Luo
Format: Article
Language:English
Published: Springer 2025-01-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01709-4
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