Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information

Karl Stratos, Sam Wiseman

Abstract: We propose learning discrete structured representations from unlabeled data by maximizing the mutual information between a structured latent variable and a target variable. Calculating mutual infor...