2026
Markovian Projection of Star-Shaped Diffusion for Exponential Family Distributions
ICML 2026poster
Diffusion models achieve state-of-the-art performance in generative modeling but are limited by their reliance on Gaussian noise and the high computational cost of iterative sampling. Star-shaped diffusion addresses the former by introducing a non-Markovian forward process, yet this comes at the exp…