AI RESEARCH
Geometry-Aware Discretization Error of Diffusion Models
arXiv CS.LG
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ArXi:2605.08392v1 Announce Type: new Practical diffusion sampling is a numerical approximation problem: under a fixed inference budget, one must simulate a reverse-time ODE or SDE using only a limited number of denoising steps, so discretization error is often the dominant source of error.