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News/Diffusion Removes Langevin's Conditioning Dependence: A Sharp Gaussian Analysis
arxiv
PublishedOctober 9, 2026 at 4:00 AM

Diffusion Removes Langevin's Conditioning Dependence: A Sharp Gaussian Analysis

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arXiv:2610.12052v1 Announce Type: cross Abstract: Despite their empirical success, why diffusion models overcome the bottlenecks of classical score-based samplers remains unclear. In this work, we leverage Gaussian distributions to isolate this phenomenon. We establish 2-Wasserstein convergence boun

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