Federated Adapter on Foundation Models: An Out-Of-Distribution Approach

Yiyuan Yang, Guodong Long, Tianyi Zhou +3

As foundation models gain prominence, Federated Foundation Models (FedFM) have emerged as a privacy-preserving approach to collaboratively fine-tune models in federated learning (F…