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Transfer learning in hybrid classical-quantum neural networks

Transfer learning in hybrid classical-quantum neural networks

A. Mari
T. Bromley
J. Izaac
Maria Schuld
N. Killoran
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Papers citing "Transfer learning in hybrid classical-quantum neural networks"

28 / 28 papers shown
Title
Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting
Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting
Chen-Yu Liu
Kuan-Cheng Chen
Yi-Chien Chen
Samuel Yen-Chi Chen
Wei-Hao Huang
Wei-Jia Huang
Yen-Jui Chang
26
0
0
14 May 2025
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting
Nikolaos Schetakis
Paolo Bonfini
Negin Alisoltani
Konstantinos Blazakis
Symeon I. Tsintzos
Alexis Askitopoulos
Davit Aghamalyan
Panagiotis Fafoutellis
Eleni I. Vlahogianni
53
0
0
22 Jan 2025
Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting
Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting
Sandra Leticia Juárez-Osorio
Mayra Alejandra Rivera-Ruiz
Andres Mendez-Vazquez
Eduardo Rodriguez-Tello
AI4TS
22
0
0
23 Apr 2024
Better than classical? The subtle art of benchmarking quantum machine learning models
Better than classical? The subtle art of benchmarking quantum machine learning models
Joseph Bowles
Shahnawaz Ahmed
Maria Schuld
42
65
0
11 Mar 2024
A Novel Image Classification Framework Based on Variational Quantum Algorithms
A Novel Image Classification Framework Based on Variational Quantum Algorithms
Yixiong Chen
32
3
0
13 Dec 2023
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation
Mohammad Junayed Hasan
M.R.C. Mahdy
29
2
0
23 Nov 2023
Adapting Pre-trained Language Models for Quantum Natural Language Processing
Adapting Pre-trained Language Models for Quantum Natural Language Processing
Qiuchi Li
Benyou Wang
Yudong Zhu
Christina Lioma
Qun Liu
AI4CE
29
4
0
24 Feb 2023
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training
Philipp Altmann
Leo Sünkel
Jonas Stein
Tobias Müller
Christoph Roch
Claudia Linnhoff-Popien
25
5
0
06 Jan 2023
Reservoir Computing via Quantum Recurrent Neural Networks
Reservoir Computing via Quantum Recurrent Neural Networks
Samuel Yen-Chi Chen
D. Fry
Amol Deshmukh
V. Rastunkov
Charlee Stefanski
23
16
0
04 Nov 2022
Traffic Sign Classification Using Deep and Quantum Neural Networks
Traffic Sign Classification Using Deep and Quantum Neural Networks
Sylwia Kuros
T. Kryjak
18
7
0
30 Sep 2022
Classical-to-quantum convolutional neural network transfer learning
Classical-to-quantum convolutional neural network transfer learning
Juhyeon Kim
Joonsuk Huh
D. Park
32
31
0
31 Aug 2022
Quantum Transfer Learning for Wi-Fi Sensing
Quantum Transfer Learning for Wi-Fi Sensing
T. Koike-Akino
Peng Wang
Ye Wang
30
17
0
17 May 2022
Hybrid quantum ResNet for car classification and its hyperparameter optimization
Hybrid quantum ResNet for car classification and its hyperparameter optimization
Asel Sagingalieva
Mohammad Kordzanganeh
Andrii Kurkin
Artem Melnikov
Daniil Kuhmistrov
M. Perelshtein
A. Melnikov
Andrea Skolik
David Von Dollen
61
36
0
10 May 2022
Completely Quantum Neural Networks
Completely Quantum Neural Networks
Steve Abel
J. C. Criado
M. Spannowsky
25
25
0
23 Feb 2022
A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs
A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs
V. Kulkarni
S. Pawale
A. Kharat
19
12
0
19 Feb 2022
Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization
Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization
I. Nikoloska
Osvaldo Simeone
25
10
0
21 Jan 2022
Systematic Literature Review: Quantum Machine Learning and its applications
Systematic Literature Review: Quantum Machine Learning and its applications
David Peral García
Juan Cruz-Benito
Francisco José García-Penalvo
35
120
0
11 Jan 2022
Efficient Quantum Feature Extraction for CNN-based Learning
Efficient Quantum Feature Extraction for CNN-based Learning
Tong Dou
Guofeng Zhang
W. Cui
31
13
0
04 Jan 2022
Variational Quantum Soft Actor-Critic
Variational Quantum Soft Actor-Critic
Qingfeng Lan
22
20
0
20 Dec 2021
Hybrid Quantum-Classical Neural Network for Cloud-supported In-Vehicle Cyberattack Detection
Hybrid Quantum-Classical Neural Network for Cloud-supported In-Vehicle Cyberattack Detection
Mhafuzul Islam
M. Chowdhury
Zadid Khan
S. Khan
20
15
0
14 Oct 2021
Exponentially Many Local Minima in Quantum Neural Networks
Exponentially Many Local Minima in Quantum Neural Networks
Xuchen You
Xiaodi Wu
72
52
0
06 Oct 2021
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)
M. Alam
Satwik Kundu
R. Topaloglu
Swaroop Ghosh
VLM
35
32
0
07 Sep 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization
Variational Quantum Reinforcement Learning via Evolutionary Optimization
Samuel Yen-Chi Chen
Chih-Min Huang
Chia-Wei Hsing
H. Goan
Y. Kao
38
82
0
01 Sep 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey
A Leap among Quantum Computing and Quantum Neural Networks: A Survey
F. V. Massoli
Lucia Vadicamo
Giuseppe Amato
Fabrizio Falchi
27
32
0
06 Jul 2021
Federated Quantum Machine Learning
Federated Quantum Machine Learning
Samuel Yen-Chi Chen
Shinjae Yoo
FedML
AI4CE
19
117
0
22 Mar 2021
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit
Samuel Yen-Chi Chen
Chih-Min Huang
Chia-Wei Hsing
Y. Kao
38
49
0
30 Nov 2020
Quantum Long Short-Term Memory
Quantum Long Short-Term Memory
Samuel Yen-Chi Chen
Shinjae Yoo
Yao-Lung L. Fang
25
159
0
03 Sep 2020
Robust data encodings for quantum classifiers
Robust data encodings for quantum classifiers
Ryan Larose
Brian Coyle
24
239
0
03 Mar 2020