Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational Efficiency

Duy Phuong Nguyen, J. Pablo Munoz, Tanya Roosta +1

Federated Learning (FL) enables collaborative learning across distributed clients while preserving data privacy. However, FL faces significant challenges when dealing with heteroge…