Sobolev Regularized Score Difference Estimation in Diffusion Models

Chenghan Xie, Jose Blanchet, Renyuan Xu

Estimating the difference of two Stein's score functions is a fundamental problem in generative modeling. In particular, score differences arise naturally in transfer learning, whe…