Ruichun Tang

COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation

Open-Set Domain Adaptation (OSDA) aims to transfer knowledge from the labeled source domain to the unlabeled target domain that contains unknown categories, thus facing the challenges of domain shift and unknown category recognition. While recent works have demonstrated the potential of causality fo…