Ismail Ben Ayed

PRiSM: Prototype Regularization for Few-Shot VLMs

Ghassen Baklouti, Omprakash Chakraborty, Jose Dolz, Ismail Ben Ayed

Training-free few-shot adaptation methods have gained significant attention recently in the context of Vision-language Models (VLMs). Yet, current benchmarks rely on strong assumptions about the statistics of the adaptation data, e.g., class balance. We question these simplifying…Read more