Distributionally Robust Alignment for Medical Federated Vision-Language Pre-training Under Data Heterogeneity

Zitao Shuai, Chenwei Wu, Zhengxu Tang +1

Vision-language pre-training (VLP) has emerged as an effective scheme for multimodal representation learning, but its reliance on large-scale multimodal data poses significant chal…