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Quantum Variational Autoencoder

15 February 2018

Papers citing "Quantum Variational Autoencoder"

25 / 25 papers shown

Title
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Dusit Niyato Zhimin He Haozhen Situ DiffM 235 0 0 01 Jul 2025
Quantum Generative Models for Image Generation: Insights from MNIST and MedMNIST Chi-Sheng Chen Wei An Hou Siang-Wei Hu Zhen-Sheng Cai VLM 155 2 0 30 Mar 2025
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 169 2 0 26 Nov 2024
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 98 85 0 07 Jun 2022
Quantum neural network autoencoder and classifier applied to an industrial case study Stefano Mangini A. Marruzzo M. Piantanida D. Gerace D. Bajoni C. Macchiavello AI4CE 75 16 0 09 May 2022
The Conceptual VAE R. A. Shaikh Sara Sabrina Zemljič Sean Tull S. Clark 76 4 0 21 Mar 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 108 32 0 10 Mar 2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting Anh-Dzung Doan Michele Sasdelli David Suter Tat-Jun Chin 89 26 0 25 Jan 2022
Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery Junde Li Swaroop Ghosh BDL DRL 56 12 0 15 Nov 2021
Adiabatic Quantum Graph Matching with Permutation Matrix Constraints Marcel Seelbach Benkner Vladislav Golyanik Christian Theobalt Michael Moeller 71 34 0 08 Jul 2021
Quantum Annealing Formulation for Binary Neural Networks Michele Sasdelli Tat-Jun Chin MQ 53 16 0 05 Jul 2021
Assessment of image generation by quantum annealer Takehito Sato Masayuki Ohzeki Kazuyuki Tanaka 49 17 0 15 Mar 2021
Variational inference with a quantum computer Marcello Benedetti Brian Coyle Mattia Fiorentini M. Lubasch Matthias Rosenkranz BDL 83 38 0 11 Mar 2021
VConstruct: Filling Gaps in Chl-a Data Using a Variational Autoencoder Matthew Ehrler Neil A. Ernst 23 1 0 25 Jan 2021
The prospects of quantum computing in computational molecular biology C. Outeiral M. Strahm Jiye Shi Garrett M. Morris S. Benjamin Charlotte M. Deane 90 184 0 26 May 2020
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline Thomas Gabor Leo Sünkel Fabian Ritz Thomy Phan Lenz Belzner Christoph Roch Sebastian Feld Claudia Linnhoff-Popien AI4CE VLM 32 26 0 29 Apr 2020
Quantum machine learning and quantum biomimetics: A perspective L. Lamata AI4CE 94 57 0 25 Apr 2020
A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning Jennifer Sleeman J. Dorband M. Halem 63 22 0 31 Jan 2020
A Quantum Computational Approach to Correspondence Problems on Point Sets Vladislav Golyanik Christian Theobalt 44 30 0 13 Dec 2019
Near-Term Quantum-Classical Associative Adversarial Networks Eric R. Anschütz Cristian Zanoci GAN 59 13 0 30 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
Control of automated guided vehicles without collision by quantum annealer and digital devices Masayuki Ohzeki A. Miki Masamichi J. Miyama Masayoshi Terabe 62 94 0 04 Dec 2018
Bayesian Deep Learning on a Quantum Computer Zhikuan Zhao Alejandro Pozas-Kerstjens Patrick Rebentrost P. Wittek UQCV BDL 83 72 0 29 Jun 2018
GumBolt: Extending Gumbel trick to Boltzmann priors Amir Khoshaman Mohammad H. Amin 71 14 0 18 May 2018
Differentiable Learning of Quantum Circuit Born Machine Jin-Guo Liu Lei Wang 120 233 0 11 Apr 2018