Author

Samuel Howard

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Preprint Aug 2026

A Mean-Field Framework for Inference-Time Distributional Control of Diffusion Models

This work formulate inference-time distributional control as targeting a tilted measure under a mean-field framework, and derive a weighted interacting particle scheme to target it in a principled manner, and derives a weighted interacting particle scheme to target it in a principled manner.

Samuel Howard, N. Nüsken · 0 citations