Restrained Generative Adversarial Network against Overfitting in Numeric Data Augmentation

Wei Wang, Yimeng Chai, Tao Cui +4

In recent studies, Generative Adversarial Network (GAN) is one of the popular schemes to augment the image dataset. However, in our study we find the generator G in the GAN fails t…