Mihwan Ko

Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation

Test-time adaptation (TTA) aims to adapt a pre-trained model to a new test domain without access to source data after deployment. Existing approaches typically rely on self-training with pseudo-labels since ground-truth cannot be obtained from test data. Although the quality of pseudo labels is impo…