VAE-QWGAN: Addressing Mode Collapse in Quantum GANs via Autoencoding Priors

Aaron Mark Thomas, Harry Youel, Sharu Theresa Jose

Recent proposals for quantum generative adversarial networks (GANs) suffer from the issue of mode collapse, analogous to classical GANs, wherein the distribution learnt by the GAN…