Survey of Quantum Generative Adversarial Networks (QGAN) to Generate Images

Survey of Quantum Generative Adversarial Networks (QGAN) to Generate Images

Quantum Generative Adversarial Networks (QGANs) represent a useful development in quantum machine learning, using the particular properties of quantum mechanics to solve the challenges of data analysis and modeling. This paper brings up a general analysis of five QGAN architectures, focusing on thei...

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Bibliographic Details
Main Authors: Mohammadsaleh Pajuhanfard, Rasoul Kiani, Victor S. Sheng
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
Quantum Generative Adversarial Network (QGAN)
generator
discriminator
QGAN architectures
Online Access:https://www.mdpi.com/2227-7390/12/23/3852
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