TestMate: Test-Time Domain Adaptation Aided by Lightweight Vision Foundation Model

Dimitrios Fotiou, Vasileios Mygdalis, Ioannis Pitas

Test-Time Domain Adaptation (TTDA) aims to adapt Deep Neural Networks to distribution shifts using only streaming, unlabeled test data in real time. Current methods for semantic se…