There are also some methods (Guo et al., 2018;Kim et al., 2017;Zeng et al., 2018) explicitly weighting multiple source domain models for target samples in multi-source domain adaptation.
our work focuses on the supervised single source domain adaptation, which devote to implementing the knowledge fusion between the source domain and the target domain, not within multiple source domains.