SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION

ICLROral2026

Authors: Mingyu Kim, Young-Heon Kim, Mijung Park
Affiliation: Kookmin University
Venue: ICLR 2026
Track: Oral

TL;DR

We introduced a unified probabilistic framework for safe generation in diffusion and flow models, using Maximum Mean Discrepancy-based energy potentials.

Opening excerpt from the authors’ abstract. source

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Topics

diffusion safety

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