A quanvolutional autoencoder with fixed random quantum filters matches classic reconstruction on MNIST and CIFAR-10, and can show earlier training stability at higher latent dimensions.
Nature 549(7671), 195–202 (2017)
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Quantum Circuits for Quantum Convolutions: A Quantum Convolutional Autoencoder
A quanvolutional autoencoder with fixed random quantum filters matches classic reconstruction on MNIST and CIFAR-10, and can show earlier training stability at higher latent dimensions.