CoT: Cooperative Training for Generative Modeling of Discrete Data

Sidi Lu, Lantao Yu, Siyuan Feng, Yaoming Zhu, Weinan Zhang

Abstract: In this paper, we study the generative models of sequential discrete data. To tackle the exposure bias problem inherent in maximum likelihood estimation (MLE), generative adversarial networks (GANs...