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News/What Does a Discrete Diffusion Model Learn? One Reverse Process in Three Coordinates
arxiv
PublishedOctober 15, 2026 at 4:00 AM

What Does a Discrete Diffusion Model Learn? One Reverse Process in Three Coordinates

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arXiv:2607.05381v2 Announce Type: replace-cross Abstract: What does a discrete diffusion model actually learn? The literature trains denoisers, bridge plug-ins, and concrete scores, each deriving its own ELBO objective under different conventions. This fragmentation makes the object being learned un

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