FedTaste: Topology-Aware Structural Transfer for Multimodal Federated Learning with Missing Modalities

Haochen Liang, Jie Zhang, Hideya Ochiai

Multimodal Federated Learning is often challenged by arbitrary modality missingness and Non-IID data distributions, which lead to severe representation drift and hinder effective c…