Hybrid quantum–classical generative adversarial networks for image generation via learning discrete distribution

• Published in: Signal processing. Image communication Vol. 110; p. 116891
• Main Authors: Zhou, Nan-Run, Zhang, Tian-Feng, Xie, Xin-Wen, Wu, Jun-Yun
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2023
• Subjects: Hybrid quantum–classical algorithms; Image generation; Quantum computation; Quantum generative adversarial network; Quantum machine learning; Quantum computation; Quantum machine learning; Quantum generative adversarial network; Hybrid quantum–classical algorithms; Image generation

It has been reported that quantum generative adversarial networks have a potential exponential advantage over classical generative adversarial networks. However, quantum machine learning is difficult to find real applications in the near future due to the limitation of quantum devices. The structure...