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News/How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models
arxiv
PublishedApril 29, 2026 at 4:00 AM

How Out-of-Equilibrium Phase Transitions can Seed Pattern Formation in Trained Diffusion Models

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arXiv:2603.20092v5 Announce Type: replace Abstract: Diffusion models generate structure by progressively transforming noise into data, yet the mechanisms underlying this transition remain poorly understood. In this work, we show that pattern formation in trained diffusion models can be explained as

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