Subdomain adaptation with manifolds discrepancy alignment

Reducing domain divergence is a key step in transfer learning. Existing works focus on the minimization of global domain divergence. However, two domains may consist of several shared subdomains, and differ from each other in each subdomain. In this paper, we take the local divergence of subdomains...

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Bibliographic Details
Main Authors: Wei, Pengfei, Ke, Yiping, Qu, Xinghua, Leong, Tze-Yun
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/10356/149796