Top-k Training of GANs: Improving GAN Performance by Throwing Away Bad Samples

Samarth Sinha, Zhengli Zhao, Anirudh Goyal +2

We introduce a simple (one line of code) modification to the Generative Adversarial Network (GAN) training algorithm that materially improves results with no increase in computatio…