Diffusion Models under Alternative Noise: Simplified Analysis and Sensitivity

Juhyeok Choi, Chenglin Fan

Diffusion models, typically formulated as discretizations of stochastic differential equations (SDEs), have achieved state-of-the-art performance in generative tasks. However, thei…