Malliavin Calculus for Score-based Diffusion Models

Ehsan Mirafzali, Utkarsh Gupta, Patrick Wyrod +3

We introduce a new framework based on Malliavin calculus to derive exact analytical expressions for the score function $\nabla \log p_t(x)$, i.e., the gradient of the log-density a…