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most citedFinite element approximation of stationary Fokker--Planck--Kolmogorov equations with application to periodic numerical homogenization

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math.NA2026

A Unified Kullback--Leibler Divergence Analysis of Generative Diffusion Models via Entropy Production Rate

Han Wu, Zhiwen Zhang

We introduce a unified framework for the error analysis of generative models based on the entropy production rate of the forward-reverse diffusion process pair. For a pair of conti…