Zhi Liu*

Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams

"Given a model trained on source data, Test-Time Adaptation (TTA) enables adaptation and inference in test data streams with domain shifts from the source. Current methods predominantly optimize the model for each incoming test data batch using self-training loss. While these methods yield commendab…