FedDM: Enhancing Communication Efficiency and Handling Data Heterogeneity in Federated Diffusion Models

Jayneel Vora, Nader Bouacida, Aditya Krishnan +1

We introduce FedDM, a novel training framework designed for the federated training of diffusion models. Our theoretical analysis establishes the convergence of diffusion models whe…