Optimal Transport with Dimensionality Reduction for Domain Adaptation

Optimal Transport with Dimensionality Reduction for Domain Adaptation

Domain adaptation manages to learn a robust classifier for target domain, using the source domain, but they often follow different distributions. To bridge distribution shift between the two domains, most of previous works aim to align their feature distributions through feature transformation, of w...

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Bibliographic Details
Main Authors: Ping Li, Zhiwei Ni, Xuhui Zhu, Juan Song, Wenying Wu
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Symmetry
Subjects:
domain adaptation
dimensionality reduction
optimal transport
feature alignment
Online Access:https://www.mdpi.com/2073-8994/12/12/1994

Internet

https://www.mdpi.com/2073-8994/12/12/1994

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