In my previous post, I gave an introduction to generative adversarial networks (GANs), discussed the basic training algorithm, and implemented a basic GAN for generating handwritten digits. While this basic model works well and has been shown to produce decent images, there are many difficulties that one can encounter during training, a popular one being … Continue reading Improving the GAN