AINeutralarXiv – CS AI · 10h ago6/10
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Deterministic Decomposition of Stochastic Generative Dynamics
Researchers propose Bridge Matching, a novel framework that decomposes stochastic generative model dynamics into deterministic transport and diffusion-induced osmotic effects. This decomposition enables more interpretable and controllable generative sampling by separately parameterizing how probability mass moves versus how stochastic fluctuations affect the process.