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.
FP-diffusion: Improving score-based diffusion models by enforcing the underlying score Fokker-Planck equation
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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.