Lookahead Diffusion Probabilistic Models for Refining Mean Estimation

Guoqiang Zhang, Niwa Kenta, W. Bastiaan Kleijn

We propose lookahead diffusion probabilistic models (LA-DPMs) to exploit the correlation in the outputs of the deep neural networks (DNNs) over subsequent timesteps in diffusion pr…