Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler

Jianwen Xie, Zilong Zheng, Ping Li

Due to the intractable partition function, training energy-based models (EBMs) by maximum likelihood requires Markov chain Monte Carlo (MCMC) sampling to approximate the gradient o…