Regularized Sequential Latent Variable Models with Adversarial Neural Networks

Jin Huang, Ming Xiao

The recurrent neural networks (RNN) with richly distributed internal states and flexible non-linear transition functions, have overtaken the dynamic Bayesian networks such as the h…