Florian Marencke

Diversity-Aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-Time Adaptation

Since distribution shifts are likely to occur after a model’s deployment and can drastically decrease the model’s performance, online test-time adaptation (TTA) continues to update the model during test-time, leveraging the current test data. In real-world scenarios, test data streams are not always…