Lightweight regularizers cut Fokker-Planck residuals in diffusion models nearly as well as expensive full penalties, at far lower compute cost and with no clear loss in sample quality.
Øksendal,Stochastic Differential Equations: An Introduction with Applications, 6th ed., ser
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An Analysis of Regularization and Fokker-Planck Residuals in Diffusion Models for Image Generation
Lightweight regularizers cut Fokker-Planck residuals in diffusion models nearly as well as expensive full penalties, at far lower compute cost and with no clear loss in sample quality.