Efficient Test-time Adaptation through Candidate Verification and Divergence Shifts

Seungmin Oh, Seunghun Kang, Jongbin Ryu

Vision-language models (VLMs) achieve strong zero-shot transferability but remain vulnerable to target-domain shifts at inference time. Test-time adaptation (TTA) offers a practica…