On Computation and Generalization of GANs with Spectrum Control

Haoming Jiang, Zhehui Chen, Minshuo Chen +3

Generative Adversarial Networks (GANs), though powerful, is hard to train. Several recent works (brock2016neural,miyato2018spectral) suggest that controlling the spectra of weight…