Energy Generative Modeling: A Lyapunov-based Energy Matching Perspective
arXiv:2605.05530v1 Announce Type: new
Abstract: Generative models based on static scalar energy functions represent an emerging paradigm in which a single time independent potential drives sample generation through its gradient field, eliminating the …