The main challenge for Source-free Universal Domain Adaptation (SF-UniDA ... In this paper, we propose a new idea of LEArning Decomposition (LEAD), which decouples features into source-known and ...

† State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, Jiangsu, 210046, People’s Republic of China ‡ Future Industries Institute, ...