A Near-Optimal Gradient Flow for Learning Neural Energy-Based Models

Yang Wu, Pengxu Wei, Liang Lin

In this paper, we propose a novel numerical scheme to optimize the gradient flows for learning energy-based models (EBMs). From a perspective of physical simulation, we redefine th…