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Chunsan Hong

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#artificial intelligence Preprint Sep 2026

Does Uniform Discrete Diffusion Need Time?

It is shown that the population-optimal UDM predictor generally depends on time: time controls how much the model should trust the observed context, and this dependence can become negligible in finite-data settings relevant to language.

Chunsan Hong, Chieh-Hsin Lai, Satoshi Hayakawa et al. · 0 citations

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