pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation

no code implementations • 2 Sep 2023 • Manogna Sreenivas, Goirik Chakrabarty, Soma Biswas

This method draws inspiration from target clustering techniques and exploits the source classifier for generating pseudo-source samples.

Clustering Test-time Adaptation

SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation

no code implementations • 20 Apr 2023 • Goirik Chakrabarty, Manogna Sreenivas, Soma Biswas

Adapting a trained model to perform satisfactorily on continually changing testing domains/environments is an important and challenging task.

Test-time Adaptation