Adversarial quantum circuit learning for pure state approximation

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Adversarial quantum circuit learning for pure state approximation

1 June 2018

Marcello Benedetti

Leonard Wossnig

Simone Severini

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Papers citing "Adversarial quantum circuit learning for pure state approximation"

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Title
QGAN-based data augmentation for hybrid quantum-classical neural networks Run-Ze He Jun-Jian Su S. Qin Zheng-Ping Jin Fei Gao 33 0 0 30 May 2025
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing M. Cerezo Martín Larocca Diego García-Martín N. L. Diaz Paolo Braccia ... Pablo Bermejo Aroosa Ijaz Supanut Thanasilp Eric R. Anschuetz Zoë Holmes 97 138 0 14 Dec 2023
Recent Advances for Quantum Neural Networks in Generative Learning Jinkai Tian Xiaoyun Sun Yuxuan Du Shanshan Zhao Qing Liu ... Xingyao Wu Min-hsiu Hsieh Tongliang Liu Wen-Bin Yang Dacheng Tao AI4CE 90 85 0 07 Jun 2022
Power of Quantum Generative Learning Yuxuan Du Zhuozhuo Tu Bujiao Wu Xiao Yuan Dacheng Tao AI4CE 77 8 0 10 May 2022
Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-Series Annie E. Paine V. Elfving Oleksandr Kyriienko 62 23 0 06 Aug 2021
Variational inference with a quantum computer Marcello Benedetti Brian Coyle Mattia Fiorentini M. Lubasch Matthias Rosenkranz BDL 83 38 0 11 Mar 2021
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 91 47 0 08 Jan 2021
Layerwise learning for quantum neural networks Andrea Skolik Jarrod R. McClean Masoud Mohseni Patrick van der Smagt Martin Leib 62 288 0 26 Jun 2020
Real-time calibration of coherent-state receivers: learning by trial and error M. Bilkis M. Rosati R. M. Yepes J. Calsamiglia 83 14 0 28 Jan 2020
Quantum Wasserstein Generative Adversarial Networks Shouvanik Chakrabarti Yiming Huang Tongyang Li Soheil Feizi Xiaodi Wu GNN GAN 102 86 0 31 Oct 2019
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 121 904 0 18 Jun 2019
Generative training of quantum Boltzmann machines with hidden units N. Wiebe Leonard Wossnig 57 35 0 23 May 2019
Quantum-assisted associative adversarial network: Applying quantum annealing in deep learning M. Wilson T. Vandal Tad Hogg E. Rieffel GAN BDL 64 36 0 23 Apr 2019
Learning and Inference on Generative Adversarial Quantum Circuits J. Zeng Y. Wu Jin-Guo Liu Lei Wang Jiangping Hu GAN 128 76 0 10 Aug 2018
Continuous-variable quantum neural networks N. Killoran T. Bromley J. M. Arrazola Maria Schuld N. Quesada S. Lloyd GNN 56 359 0 18 Jun 2018