Artem Khrapov

Improved Sampling Algorithms for Lévy-Itô Diffusion Models

Lévy-Itô denoising diffusion models relying on isotropic α-stable noise instead of Gaussian distribution have recently been shown to improve performance of conventional diffusion models in image generation on imbalanced datasets while performing comparably in the standard settings. However, the stoc…