Manjiang Yin

Training-Free Test-Time Adaptation via Shape and Style Guidance for Vision-Language Models

Test-time adaptation with pre-trained vision-language models shows impressive zero-shot classification abilities, and training-free methods further improve the performance without any optimization burden. However, existing training-free test-time adaptation methods typically rely on entropy criteria…