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Build notes · Goh Kun Ming

Quantum–Classical GANs

Research · arXiv preprint · 2025

Project overview

An experiment at the edge of two computing worlds.

My 2025 arXiv preprint explores noisy quantum circuits as latent priors in generative models, comparing classical and hybrid quantum-classical GANs.

  • Quantum Computing
  • Qiskit
  • GANs
  • Research

Inside this build

  • Compared hybrid variants with 3, 5 and 7 qubits using Qiskit simulation.
  • Evaluated generated binary-MNIST samples with FID and KID.
  • Reported that the classical baseline performed best in these experiments.

Project files

Original project files are in English.

  • Research preprint

    PDF · 1.1 MB

    Kun Ming Goh arXiv:2508.09209v2 CC BY 4.0

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Source code & links

Source code↗Read preprint↗Research paper↗
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