Closer to Reality: Practical Semi-Supervised Federated Learning for Foundation Model Adaptation

Guangyu Sun, Jingtao Li, Weiming Zhuang +2

Foundation models (FMs) exhibit remarkable generalization but require adaptation to downstream tasks, particularly in privacy-sensitive applications. Due to data privacy regulation…