Search Results for author: Siying Xiao

Found 2 papers, 2 papers with code

Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation

1 code implementation IJCAI 2023 Qichen He, Siying Xiao, Mao Ye, Xiatian Zhu, Ferrante Neri and Dongde Hou

Existing Unsupervised Domain Adaptation (UDA) methods typically attempt to perform knowledge transfer in a domain-invariant space explicitly or implicitly.

Transfer Learning Unsupervised Domain Adaptation

Homeomorphism Alignment for Unsupervised Domain Adaptation

1 code implementation ICCV 2023 Lihua Zhou, Mao Ye, Xiatian Zhu, Siying Xiao, Xu-Qian Fan, Ferrante Neri

With distribution alignment, it is challenging to acquire a common space which maintains fully the discriminative structure of both domains.

Pseudo Label Self-Supervised Learning +1

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