Quantum Variational Autoencoder

Quantum Variational Autoencoder

15 February 2018

Evgeny Andriyash

Hossein Sadeghi

Mohammad H. Amin

Papers citing "Quantum Variational Autoencoder"

16 / 16 papers shown

Title
Quantum Generative Models for Image Generation: Insights from MNIST and MedMNIST Chi-Sheng Chen Wei An Hou Siang-Wei Hu Zhen-Sheng Cai VLM 82 1 0 30 Mar 2025
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 101 1 0 26 Nov 2024
Quantum State Generation with Structure-Preserving Diffusion Model Yuchen Zhu Tianrong Chen Evangelos A. Theodorou Xie Chen Molei Tao DiffM 42 6 0 09 Apr 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 41 82 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 33 15 0 09 May 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 54 32 0 10 Mar 2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting Anh-Dzung Doan Michele Sasdelli David Suter Tat-Jun Chin 39 26 0 25 Jan 2022
Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery Junde Li Swaroop Ghosh BDL DRL 28 11 0 15 Nov 2021
Adiabatic Quantum Graph Matching with Permutation Matrix Constraints Marcel Seelbach Benkner Vladislav Golyanik Christian Theobalt Michael Moeller 27 34 0 08 Jul 2021
Quantum Annealing Formulation for Binary Neural Networks Michele Sasdelli Tat-Jun Chin MQ 27 16 0 05 Jul 2021
Assessment of image generation by quantum annealer Takehito Sato Masayuki Ohzeki Kazuyuki Tanaka 22 16 0 15 Mar 2021
VConstruct: Filling Gaps in Chl-a Data Using a Variational Autoencoder Matthew Ehrler Neil A. Ernst 11 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 45 177 0 26 May 2020
A Quantum Computational Approach to Correspondence Problems on Point Sets Vladislav Golyanik Christian Theobalt 11 30 0 13 Dec 2019
Control of automated guided vehicles without collision by quantum annealer and digital devices Masayuki Ohzeki A. Miki Masamichi J. Miyama Masayoshi Terabe 22 90 0 04 Dec 2018
Differentiable Learning of Quantum Circuit Born Machine Jin-Guo Liu Lei Wang 27 229 0 11 Apr 2018