Energy Generative Modeling: A Lyapunov-based Energy Matching Perspective

Yixuan Wang, Wenqian Xue, Warren E. Dixon

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…