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1802.05779
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Quantum Variational Autoencoder
15 February 2018
Amir Khoshaman
W. Vinci
Brandon Denis
Evgeny Andriyash
Hossein Sadeghi
Mohammad H. Amin
BDL
DRL
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Papers citing
"Quantum Variational Autoencoder"
45 / 45 papers shown
A Primer on Quantum Machine Learning
Su Yeon Chang
M. Cerezo
156
1
0
20 Nov 2025
Superpositional Gradient Descent: Harnessing Quantum Principles for Model Training
Ahmet Erdem Pamuk
Emir Kaan Özdemir
Şuayp Talha Kocabay
74
0
0
01 Nov 2025
Quantum Generative Adversarial Autoencoders: Learning latent representations for quantum data generation
Naipunnya Raj
Rajiv Sangle
Avinash Singh
Krishna Kumar Sabapathy
GAN
GNN
224
0
0
19 Sep 2025
On the Generalization Limits of Quantum Generative Adversarial Networks with Pure State Generators
Jasmin Frkatovic
Akash Malemath
Ivan Kankeu
Yannick Werner
Matthias Tschöpe
Vitor Fortes Rey
Sungho Suh
Paul Lukowicz
Nikolaos Palaiodimopoulos
Maximilian Kiefer-Emmanouilidis
141
0
0
13 Aug 2025
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
487
3
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
341
4
0
30 Mar 2025
Mixed-State Quantum Denoising Diffusion Probabilistic Model
Gino Kwun
Bingzhi Zhang
Quntao Zhuang
DiffM
397
5
0
26 Nov 2024
Distribution alignment based transfer fusion frameworks on quantum devices for seeking quantum advantages
Xi He
Feiyu Du
Xiaohan Yu
Yang Zhao
Tao Lei
150
0
0
04 Nov 2024
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches
Y. Cordero
S. Biswas
F. Vilarino
M. Bilkis
VLM
217
0
0
08 Jul 2024
Highly Versatile FPGA-Implemented Cyber Coherent Ising Machine
IEEE Access (IEEE Access), 2024
T. Aonishi
Tatsuya Nagasawa
Toshiyuki Koizumi
M. Gunathilaka
Kazushi Mimura
Masato Okada
Satoshi Kako
Yoshihisa Yamamoto
AI4CE
114
5
0
08 Jun 2024
Quantum State Generation with Structure-Preserving Diffusion Model
Yuchen Zhu
Tianrong Chen
Evangelos A. Theodorou
Xie Chen
Molei Tao
DiffM
200
11
0
09 Apr 2024
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble
Chuangtao Chen
Qinglin Zhao
Mengchu Zhou
Zhimin He
Zhili Sun
Haozhen Situ
362
14
0
13 Jan 2024
Quantum Inception Score
Physical Review Research (Phys. Rev. Res.), 2023
Akira Sone
Akira Tanji
Naoki Yamamoto
338
2
0
20 Nov 2023
From Conceptual Spaces to Quantum Concepts: Formalising and Learning Structured Conceptual Models
Quantum Machine Intelligence (QMI), 2023
Sean Tull
R. A. Shaikh
Sara Sabrina Zemljič
Stephen Clark
221
3
0
06 Nov 2023
Generative quantum machine learning via denoising diffusion probabilistic models
Physical Review Letters (PRL), 2023
Bing-Qi Zhang
Peng Xu
Xiaohui Chen
Quntao Zhuang
DiffM
AI4CE
371
42
0
09 Oct 2023
Anomaly Detection in Aeronautics Data with Quantum-compatible Discrete Deep Generative Model
T. Templin
Milad Memarzadeh
W. Vinci
P. A. Lott
A. A. Asanjan
Anthony Alexiades Armenakas
E. Rieffel
DRL
168
6
0
22 Mar 2023
Formalising and Learning a Quantum Model of Concepts
Sean Tull
R. A. Shaikh
Sara Sabrina Zemljič
Stephen Clark
197
2
0
07 Feb 2023
CaloDVAE : Discrete Variational Autoencoders for Fast Calorimeter Shower Simulation
Abhishek Abhishek
E. Drechsler
W. Fedorko
Bernd Stelzer
124
11
0
14 Oct 2022
Recent Advances for Quantum Neural Networks in Generative Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Jinkai Tian
Xiaoyun Sun
Yuxuan Du
Shanshan Zhao
Qing Liu
...
Xingyao Wu
Min-hsiu Hsieh
Tongliang Liu
Wen-Bin Yang
Dacheng Tao
AI4CE
292
118
0
07 Jun 2022
Quantum neural network autoencoder and classifier applied to an industrial case study
Quantum Machine Intelligence (QMI), 2022
Stefano Mangini
A. Marruzzo
M. Piantanida
D. Gerace
D. Bajoni
C. Macchiavello
AI4CE
198
23
0
09 May 2022
The Conceptual VAE
R. A. Shaikh
Sara Sabrina Zemljič
Sean Tull
S. Clark
195
4
0
21 Mar 2022
projUNN: efficient method for training deep networks with unitary matrices
Neural Information Processing Systems (NeurIPS), 2022
B. Kiani
Randall Balestriero
Yann LeCun
S. Lloyd
395
37
0
10 Mar 2022
A Hybrid Quantum-Classical Algorithm for Robust Fitting
Computer Vision and Pattern Recognition (CVPR), 2022
Anh-Dzung Doan
Michele Sasdelli
David Suter
Tat-Jun Chin
344
30
0
25 Jan 2022
Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery
Design, Automation and Test in Europe (DATE), 2021
Junde Li
Swaroop Ghosh
BDL
DRL
197
15
0
15 Nov 2021
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification
A. Sebastianelli
Daniela A. Zaidenberg
D. Spiller
Bertrand Le Saux
Silvia Liberata Ullo
215
117
0
20 Sep 2021
Hybrid quantum-classical machine learning for generative chemistry and drug design
Scientific Reports (Sci Rep), 2021
A. I. Gircha
A. S. Boev
K. Avchaciov
P. Fedichev
A. Fedorov
AI4CE
BDL
345
38
0
26 Aug 2021
Adiabatic Quantum Graph Matching with Permutation Matrix Constraints
International Conference on 3D Vision (3DV), 2020
Marcel Seelbach Benkner
Vladislav Golyanik
Christian Theobalt
Michael Moeller
197
36
0
08 Jul 2021
Quantum Annealing Formulation for Binary Neural Networks
Michele Sasdelli
Tat-Jun Chin
MQ
225
18
0
05 Jul 2021
Assessment of image generation by quantum annealer
Scientific Reports (Sci Rep), 2021
Takehito Sato
Masayuki Ohzeki
Kazuyuki Tanaka
108
25
0
15 Mar 2021
Variational inference with a quantum computer
Physical Review Applied (Phys. Rev. Appl.), 2021
Marcello Benedetti
Brian Coyle
Mattia Fiorentini
M. Lubasch
Matthias Rosenkranz
BDL
377
46
0
11 Mar 2021
VConstruct: Filling Gaps in Chl-a Data Using a Variational Autoencoder
Matthew Ehrler
Neil A. Ernst
68
1
0
25 Jan 2021
High-Dimensional Similarity Search with Quantum-Assisted Variational Autoencoder
Knowledge Discovery and Data Mining (KDD), 2020
Nicholas Gao
M. Wilson
T. Vandal
W. Vinci
R. Nemani
E. Rieffel
DRL
134
23
0
13 Jun 2020
The prospects of quantum computing in computational molecular biology
C. Outeiral
M. Strahm
Jiye Shi
Garrett M. Morris
S. Benjamin
Charlotte M. Deane
220
206
0
26 May 2020
The Holy Grail of Quantum Artificial Intelligence: Major Challenges in Accelerating the Machine Learning Pipeline
International Conference on Software Engineering (ICSE), 2020
Thomas Gabor
Leo Sünkel
Fabian Ritz
Thomy Phan
Lenz Belzner
Christoph Roch
Sebastian Feld
Claudia Linnhoff-Popien
AI4CE
VLM
161
27
0
29 Apr 2020
Quantum machine learning and quantum biomimetics: A perspective
L. Lamata
AI4CE
235
60
0
25 Apr 2020
Generative and discriminative training of Boltzmann machine through Quantum annealing
Scientific Reports (Sci Rep), 2020
Siddharth Srivastava
V. Sundararaghavan
AI4CE
203
6
0
03 Feb 2020
A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning
Jennifer Sleeman
J. Dorband
M. Halem
131
24
0
31 Jan 2020
Quantum subspace alignment for domain adaptation
Xi He
292
9
0
08 Jan 2020
A Quantum Computational Approach to Correspondence Problems on Point Sets
Computer Vision and Pattern Recognition (CVPR), 2019
Vladislav Golyanik
Christian Theobalt
144
33
0
13 Dec 2019
Near-Term Quantum-Classical Associative Adversarial Networks
Eric R. Anschütz
Cristian Zanoci
GAN
162
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
132
40
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
157
103
0
04 Dec 2018
Bayesian Deep Learning on a Quantum Computer
Quantum Machine Intelligence (QMI), 2018
Zhikuan Zhao
Alejandro Pozas-Kerstjens
Patrick Rebentrost
P. Wittek
UQCV
BDL
213
76
0
29 Jun 2018
GumBolt: Extending Gumbel trick to Boltzmann priors
Amir Khoshaman
Mohammad H. Amin
214
15
0
18 May 2018
Differentiable Learning of Quantum Circuit Born Machine
Jin-Guo Liu
Lei Wang
301
269
0
11 Apr 2018
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