GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, Sepp Hochreiter

Nov-21-2025, 11:41:44 GMT–Neural Information Processing Systems 

However, the convergence of GAN training has still not been proved.