Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias

no code implementations • 17 Mar 2024 • Wenyu Zhang, Qingmu Liu, Felix Ong Wei Cong, Mohamed Ragab, Chuan-Sheng Foo

UniSSDA is at the intersection of Universal Domain Adaptation (UniDA) and Semi-Supervised Domain Adaptation (SSDA): the UniDA setting does not allow for fine-grained categorization of target private classes not represented in the source domain, while SSDA focuses on the restricted closed-set setting where source and target label spaces match exactly.

Pseudo Label Semi-supervised Domain Adaptation +1