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Chris J. Budd

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Preprint Aug 2026

A Plug-in Interpretation of Conditioning in Score-Based Diffusion Models

A conditioning mechanism for diffusion models based on multi-speed joint diffusion of the target and the condition learns an unconditional joint score network and enforces conditioning at inference via a plug-in correction term, and derives explicit conditional reverse-time SDEs and approximate probability-flow ODEs.

Libo Chen, Souvik Ghosh, Teo Deveney et al. · 0 citations

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