Improved BiGAN training with marginal likelihood equalization

Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Perez-Cruz

We propose a novel training procedure for improving the performance of generative adversarial networks (GANs), especially to bidirectional GANs. First, we enforce that the empirica…