Optimization-Free Diffusion Model -- A Perturbation Theory Approach

Yuehaw Khoo, Mathias Oster, Yifan Peng

Diffusion models have emerged as a powerful framework in generative modeling, typically relying on optimizing neural networks to estimate the score function via forward SDE simulat…