Diffusion Models in Simulation-Based Inference: A Tutorial Review
This tutorial review synthesizes recent developments on diffusion models for SBI, covering design choices for training, inference, and evaluation, and highlights opportunities created by various concepts such as guidance, score composition, flow matching, consistency models, and joint modeling.
J. Arruda, Niels Bracher, Ullrich Köthe et al.
· arXiv.org · 12 citations