Unbalanced GANs: Pre-training the Generator of Generative Adversarial Network using Variational Autoencoder

Hyungrok Ham, Tae Joon Jun, Daeyoung Kim

We propose Unbalanced GANs, which pre-trains the generator of the generative adversarial network (GAN) using variational autoencoder (VAE). We guarantee the stable training of the…