Transfer learning in hybrid classical-quantum neural networks

17 December 2019

Maria Schuld

Papers citing "Transfer learning in hybrid classical-quantum neural networks"

28 / 28 papers shown

Title
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 24 0 0 14 May 2025
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 51 0 0 22 Jan 2025
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 Joseph Bowles Shahnawaz Ahmed Maria Schuld 42 65 0 11 Mar 2024
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 Mohammad Junayed Hasan M.R.C. Mahdy 29 2 0 23 Nov 2023
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 Philipp Altmann Leo Sünkel Jonas Stein Tobias Müller Christoph Roch Claudia Linnhoff-Popien 22 5 0 06 Jan 2023
Reservoir Computing via Quantum Recurrent Neural Networks Samuel Yen-Chi Chen D. Fry Amol Deshmukh V. Rastunkov Charlee Stefanski 21 16 0 04 Nov 2022
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 Juhyeon Kim Joonsuk Huh D. Park 32 31 0 31 Aug 2022
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 Asel Sagingalieva Mohammad Kordzanganeh Andrii Kurkin Artem Melnikov Daniil Kuhmistrov M. Perelshtein A. Melnikov Andrea Skolik David Von Dollen 58 36 0 10 May 2022
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 V. Kulkarni S. Pawale A. Kharat 19 12 0 19 Feb 2022
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 David Peral García Juan Cruz-Benito Francisco José García-Penalvo 35 120 0 11 Jan 2022
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 Qingfeng Lan 22 20 0 20 Dec 2021
Hybrid Quantum-Classical Neural Network for Cloud-supported In-Vehicle Cyberattack Detection Mhafuzul Islam M. Chowdhury Zadid Khan S. Khan 17 15 0 14 Oct 2021
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 72 51 0 06 Oct 2021
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 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 F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 25 32 0 06 Jul 2021
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 Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing Y. Kao 38 49 0 30 Nov 2020
Quantum Long Short-Term Memory Samuel Yen-Chi Chen Shinjae Yoo Yao-Lung L. Fang 22 159 0 03 Sep 2020
Robust data encodings for quantum classifiers Ryan Larose Brian Coyle 24 239 0 03 Mar 2020