Systematic Literature Review: Quantum Machine Learning and its applications

11 January 2022

Papers citing "Systematic Literature Review: Quantum Machine Learning and its applications"

31 / 31 papers shown

Title
A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud Wenjie Liu Ying Zhang Zhiliang Deng Jiaojiao Zhao Lian Tong 65 15 0 30 Sep 2023
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning R. Heese Thore Gerlach Sascha Mucke Sabine Muller Matthias Jakobs Nico Piatkowski 47 18 0 22 Jan 2023
Asynchronous training of quantum reinforcement learning Samuel Yen-Chi Chen OffRL 86 22 0 12 Jan 2023
Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis Sharu Theresa Jose Osvaldo Simeone 40 8 0 23 Sep 2022
Classical-to-quantum convolutional neural network transfer learning Juhyeon Kim Joonsuk Huh D. Park 46 34 0 31 Aug 2022
Trainable Discrete Feature Embeddings for Variational Quantum Classifier Napat Thumwanit Chayaphol Lortaraprasert Hiroshi Yano Raymond H. Putra 23 11 0 17 Jun 2021
Federated Quantum Machine Learning Samuel Yen-Chi Chen Shinjae Yoo FedML AI4CE 56 120 0 22 Mar 2021
Detecting quantum entanglement with unsupervised learning Yiwei Chen Yu Pan Guofeng Zhang Shuming Cheng 38 37 0 08 Mar 2021
Foundations for Near-Term Quantum Natural Language Processing B. Coecke G. Felice K. Meichanetzidis Alexis Toumi 95 86 0 07 Dec 2020
Power of data in quantum machine learning Hsin-Yuan Huang Michael Broughton Masoud Mohseni Ryan Babbush Sergio Boixo Hartmut Neven Jarrod R. McClean 80 645 0 03 Nov 2020
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis Jiancheng Yang Rui Shi Bingbing Ni VLM 87 303 0 28 Oct 2020
Qutrit-inspired Fully Self-supervised Shallow Quantum Learning Network for Brain Tumor Segmentation Debanjan Konar S. Bhattacharyya B. K. Panigrahi E. Behrman 15 43 0 14 Sep 2020
Quantum Language Model with Entanglement Embedding for Question Answering Yiwei Chen Yu Pan D. Dong 76 32 0 23 Aug 2020
Layerwise learning for quantum neural networks Andrea Skolik Jarrod R. McClean Masoud Mohseni Patrick van der Smagt Martin Leib 56 285 0 26 Jun 2020
Recurrent Quantum Neural Networks Johannes Bausch 51 154 0 25 Jun 2020
Noise robustness and experimental demonstration of a quantum generative adversarial network for continuous distributions A. Anand J. Romero M. Degroote A. Aspuru‐Guzik AAML 50 22 0 02 Jun 2020
Coreset Clustering on Small Quantum Computers T. Tomesh P. Gokhale Eric R. Anschuetz Frederic T. Chong 39 26 0 30 Apr 2020
TensorFlow Quantum: A Software Framework for Quantum Machine Learning Michael Broughton Guillaume Verdon Trevor McCourt Antonio J. Martinez Jae Hyeon Yoo ... Sergio Boixo Dave Bacon Alan K. Ho Hartmut Neven Masoud Mohseni VLM AI4CE 46 207 0 06 Mar 2020
Robust data encodings for quantum classifiers Ryan Larose Brian Coyle 45 242 0 03 Mar 2020
Transfer learning in hybrid classical-quantum neural networks A. Mari T. Bromley J. Izaac Maria Schuld N. Killoran 46 287 0 17 Dec 2019
Orthogonal Convolutional Neural Networks Jiayun Wang Yubei Chen Rudrasis Chakraborty Stella X. Yu 77 189 0 27 Nov 2019
Solving machine learning optimization problems using quantum computers Venkateswara Dasari Mee Seong Im L. Beshaj AI4CE 36 12 0 17 Nov 2019
Variational Quantum Circuits for Deep Reinforcement Learning Samuel Yen-Chi Chen Chao-Han Huck Yang Jun Qi Pin-Yu Chen Xiaoli Ma H. Goan 81 306 0 30 Jun 2019
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 87 892 0 18 Jun 2019
Orthogonal Deep Neural Networks Kui Jia Shuai Li Yuxin Wen Tongliang Liu Dacheng Tao 73 134 0 15 May 2019
Classifying Data with Local Hamiltonians Johannes Bausch 25 2 0 02 Jul 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 78 1,823 0 30 Apr 2018
Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices Davide Ferrari Michele Amoretti 33 13 0 08 Jan 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 280 8,878 0 25 Aug 2017
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 57 2,019 0 28 Nov 2016
Quantum Neural Machine Learning - Backpropagation and Dynamics C. Gonçalves AI4CE 38 29 0 22 Sep 2016