Convergence of Denoising Diffusion Probabilistic Models: A Rényi Divergence Perspective

Wenliang Liu, Santiago Mazuelas, Guanding Yu +3

Denoising diffusion probabilistic models (DDPMs) have emerged as a powerful framework for generative modeling by transforming standard Gaussian inputs into outputs that approximate…