Generative Adversarial Networks

GANs are evolving rather quickly, and are receiving a considerable amount of attention from the research community. Yann LeCun’s comment, expressing that the GAN framework is the most interesting idea in the last 10 years of machine learning, shows evidence of the perceived importance of the framework.

Applications of GANs

The following is a figureSource: Generative Adversarial Nets (https://arxiv.org/abs/1406.2661) representing applications of the GAN framework: