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arXiv cs.LG · Papers

Asymptotic Preservation and Uniform Accuracy of Diffusion and Flow-Matching Samplers

arXiv:2607.04113v2 Announce Type: replace Abstract: Diffusion and Gaussian-interpolant flow-matching samplers approach data through a terminal noise floor $varepsilon$, a singular limit for manifold-supported or rank-deficient data. We study two properties of a complete sampler specification, comprising its update rul