KL Convergence Guarantees for Score diffusion models under minimal data assumptions

Giovanni Conforti, Alain Durmus, Marta Gentiloni Silveri

Diffusion models are a new class of generative models that revolve around the estimation of the score function associated with a stochastic differential equation. Subsequent to its…