works on
flow matching 1generative models 1guidance stability 1lyapunov control 1post-training adaptation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Lyapunov Guidance: A Unified Framework for Stabilizing Generative Flows

Jingdong Zhang, Xinze Li, Yize Jiang +3

The paper introduces LyaGuide, a Lyapunov‑based framework that treats flow guidance as a control problem, providing explicit stability guarantees for generative flow models while r…