research
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04/05/2022
Nonlocal optimization of binary neural networks
We explore training Binary Neural Networks (BNNs) as a discrete variable...
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12/04/2019
A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers
The development of quantum-classical hybrid (QCH) algorithms is critical...
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02/15/2018
Quantum Variational Autoencoder
Variational autoencoders (VAEs) are powerful generative models with the ...
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02/14/2018
