Wael Mattar

Composing and Steering Diffusion Models with Generalized Feynman-Kac Correctors

Diffusion models have become the leading paradigm in generative modeling, yet many applications require sampling from distributions that are not those of any single pretrained model, but are instead defined through combinations of several models, possibly tilted toward high values of a downstream reward. Naively combin...