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arXiv cs.AI·

Deterministic Decomposition of Stochastic Generative Dynamics

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In three linesNovel mathematical decomposition of stochastic generative models: deterministic velocity field splits into marginal transport (u_t) and osmotic effect (d_t). Bridge Matching framework learns this decomposition for controllable, interpretable sampling.
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