Marco Mistretta*

Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation

"Vision-Language Models (VLMs) demonstrate remarkable zero-shot generalization to unseen tasks, but fall short of the performance of supervised methods in generalizing to downstream tasks with limited data. Prompt learning is emerging as a parameter-efficient method for adapting VLMs, but state-of-t…