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MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers

22 August 2023
Daniel Silver
Tirthak Patel
William Cutler
Aditya Ranjan
Harshitta Gandhi
Devesh Tiwari
    GAN
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Abstract

Quantum machine learning and vision have come to the fore recently, with hardware advances enabling rapid advancement in the capabilities of quantum machines. Recently, quantum image generation has been explored with many potential advantages over non-quantum techniques; however, previous techniques have suffered from poor quality and robustness. To address these problems, we introduce, MosaiQ, a high-quality quantum image generation GAN framework that can be executed on today's Near-term Intermediate Scale Quantum (NISQ) computers.

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