Junzhi Li

Adaptive Stochastic Coefficients for Accelerating Diffusion Sampling

Diffusion-based generative processes, formulated as differential equation solving, frequently balance computational speed with sample quality. Our theoretical investigation of ODE- and SDE-based solvers reveals complementary weaknesses: ODE solvers accumulate irreducible gradient error along de…