On diffusion-based generative models and their error bounds: The log-concave case with full convergence estimates

Stefano Bruno, Ying Zhang, Dong-Young Lim +2

We provide full theoretical guarantees for the convergence behaviour of diffusion-based generative models under the assumption of strongly log-concave data distributions while our…