Test-Time Spectrum-Aware Latent Steering for Zero-Shot Generalization in Vision-Language Models

Konstantinos M. Dafnis, Dimitris N. Metaxas

Vision-Language Models (VLMs) excel at zero-shot inference but often degrade under test-time domain shifts. For this reason, episodic test-time adaptation strategies have recently…