Grant Skipper

IQGAN: Robust Quantum Generative Adversarial Network for Image Synthesis On NISQ Devices

In this work, we propose IQGAN, a quantum Generative Adversarial Network (GAN) framework for multiqubit image synthesis that can be efficiently implemented on Noisy Intermediate Scale Quantum (NISQ) devices. We investigate the reasons for the inferior generative performance of current quantum GANs i…