Universal Smoothed Score Functions for Generative Modeling

Saeed Saremi, Rupesh Kumar Srivastava, Francis Bach

We consider the problem of generative modeling based on smoothing an unknown density of interest in ${\mathbb{R}}^d$ using factorial kernels with $M$ independent Gaussian channels wi…