On Duality Gap as a Measure for Monitoring GAN Training

Sahil Sidheekh, Aroof Aimen, Vineet Madan +1

Generative adversarial network (GAN) is among the most popular deep learning models for learning complex data distributions. However, training a GAN is known to be a challenging ta…