Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis

Siyuan Yan, Cheng Luo, Zhen Yu +1

Vision-language foundation models like CLIP have shown impressive zero-shot generalization, but finetuning on downstream datasets can cause overfitting and loss of its generalizati…