Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox

Yunyun Wang, Yao Liu, Songcan Chen

Universal domain adaptation (UniDA) is a general unsupervised domain adaptation setting, which addresses both domain and label shifts in adaptation. Its main challenge lies in how…