Small-GAN: Speeding Up GAN Training Using Core-sets

Samarth Sinha, Han Zhang, Anirudh Goyal +3

Recent work by Brock et al. (2018) suggests that Generative Adversarial Networks (GANs) benefit disproportionately from large mini-batch sizes. Unfortunately, using large batches i…