Author

Tetsuya J. Kobayashi

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#machine learning Preprint Sep 2026

CRNDiff: Count-Native Diffusion Framework via Chemical Reaction Networks

CRNDiff, a structured framework that combines count-space diffusion with inference-time conditioning on rare subpopulations, and tilted Feynman--Kac steering, a method for sampling target subpopulations from a frozen generator without retraining are introduced.

Yu-Shan Qiu, Praful Gagrani, Tetsuya J. Kobayashi · 0 citations