2026
Decoupled Training with Local Reinforcement Fine-Tuning in Federated Learning
ICML 2026poster
Federated Learning (FL) with pre-trained Vision-Language Models (VLMs) has emerged as a promising paradigm for various downstream tasks. By leveraging its strong representations, recent studies improve task adaptation under insufficient local data while preserving generalization. However, these meth…