The Effect of Stochasticity in Score-Based Diffusion Sampling: a KL Divergence Analysis

Bernardo P. Schaeffer, Ricardo M. S. Rosa, Glauco Valle

Sampling in score-based diffusion models can be performed by solving either a reverse-time stochastic differential equation (SDE) parameterized by an arbitrary stochasticity functi…