Transfer learning in hybrid classical-quantum neural networks

Transfer learning in hybrid classical-quantum neural networks

17 December 2019

Maria Schuld

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

19 / 19 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 19 0 0 14 May 2025
A Novel Image Classification Framework Based on Variational Quantum Algorithms Yixiong Chen 24 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 21 1 0 23 Nov 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 20 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 11 7 0 30 Sep 2022
Quantum Transfer Learning for Wi-Fi Sensing T. Koike-Akino P. Wang Ye Wang 22 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 50 36 0 10 May 2022
Completely Quantum Neural Networks Steve Abel J. C. Criado M. Spannowsky 19 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 17 10 0 21 Jan 2022
Systematic Literature Review: Quantum Machine Learning and its applications David Peral García Juan Cruz-Benito Francisco José García-Penalvo 30 119 0 11 Jan 2022
Variational Quantum Soft Actor-Critic Qingfeng Lan 11 20 0 20 Dec 2021
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 66 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 17 32 0 07 Sep 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 23 32 0 06 Jul 2021
Federated Quantum Machine Learning Samuel Yen-Chi Chen Shinjae Yoo FedML AI4CE 11 115 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 24 49 0 30 Nov 2020
Robust data encodings for quantum classifiers Ryan Larose Brian Coyle 11 238 0 03 Mar 2020