Equilibrium Training of Energy-Based Models with Parallel Trajectory Tempering

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner +1

Energy-Based Models (EBMs) provide an interpretable framework for generative modeling of scientific data, but poor Markov Chain Monte Carlo mixing often limits their reliability. W…