Propensity-driven Uncertainty Learning for Sample Exploration in Source-Free Active Domain Adaptation

Zicheng Pan, Xiaohan Yu, Weichuan Zhang +1

Source-free active domain adaptation (SFADA) addresses the challenge of adapting a pre-trained model to new domains without access to source data while minimizing the need for targ…