Why do most GAN (Generative Adversarial Network) architectures fail to generate the large size of images?

Most of GAN architectures are unstable in training stage for generating a large scale images? What is the main reason for this? Is it gradient vanishing problem ? or any other reason?

24 June 2019 9,767 0 View