How Does GAN-based Semi-supervised Learning Work?

Xuejiao Liu, Xueshuang Xiang

Generative adversarial networks (GANs) have been widely used and have achieved competitive results in semi-supervised learning. This paper theoretically analyzes how GAN-based semi…