Scaling Synthetic-Image Pre-Training for Federated Fine-Tuning of Large Vision Models

Qianpiao Ma, Xiaozhu Song, Junlong Zhou +3

Federated fine-tuning (FedFT) enables adapting pre-trained large vision models (LVMs) on distributed, privacy-sensitive devices, while its practical deployment is hindered by three…