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arXiv preprint arXiv:2403.01633 , year=

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Local Diffusion Models and Phases of Data Distributions

cs.LG · 2025-08-08 · unverdicted · novelty 6.0

The paper introduces a phase framework for data distributions connected by local denoisers and demonstrates that reverse diffusion consists of trivial and data phases separated by a transition where local score functions must fail, tied to spatial Markovianity.

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