Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Zinan Lin, Vyas Sekar, Giulia Fanti

Spectral normalization (SN) is a widely-used technique for improving the stability and sample quality of Generative Adversarial Networks (GANs). However, there is currently limited…