Quantum Neural Networks: Concepts, Applications, and Challenges

Quantum Neural Networks: Concepts, Applications, and Challenges

2 August 2021

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Papers citing "Quantum Neural Networks: Concepts, Applications, and Challenges"

18 / 18 papers shown

Title
Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks Keisuke Murota Takumi Kobori 74 0 0 21 Apr 2025
Quantum Powered Credit Risk Assessment: A Novel Approach using hybrid Quantum-Classical Deep Neural Network for Row-Type Dependent Predictive Analysis Rath Minati Date Hema 122 2 0 06 Feb 2025
Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification Yixiong Chen Weichuan Fang 69 1 0 22 May 2024
Quantum Image Denoising with Machine Learning: A Novel Approach to Improve Quantum Image Processing Quality and Reliability Yew Kee Wong Yifan Zhou Yan Shing Liang 25 3 0 18 Feb 2024
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation Mohammad Junayed Hasan M.R.C. Mahdy 95 3 0 23 Nov 2023
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds Lakshika Rathi Edith Tretschk Christian Theobalt Rishabh Dabral Vladislav Golyanik 3DPC 58 2 0 09 Nov 2023
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Mohamed Bennai 112 26 0 16 Oct 2023
Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications Yaswitha Gujju A. Matsuo Raymond H. Putra 59 25 0 03 Jul 2023
WavPool: A New Block for Deep Neural Networks Samuel D. McDermott M. Voetberg Brian D. Nord 37 0 0 14 Jun 2023
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms Mst. Shapna Akter Md Jobair Hossain Faruk Nafisa Anjum Mohammad Masum Hossain Shahriar A. Rahman Fan Wu A. Cuzzocrea 73 15 0 31 May 2023
Hybrid quantum-classical convolutional neural network for phytoplankton classification S. Shi Zhimin Wang R. Shang Yanan Li Jiaxin Li Guoqiang Zhong Yongjian Gu 52 6 0 07 Mar 2023
On the explainability of quantum neural networks based on variational quantum circuits Ammar Daskin MLT FAtt 67 2 0 12 Jan 2023
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management Won Joon Yun Jae Pyoung Kim Soyi Jung Jae-Hyun Kim Joongheon Kim OffRL 98 35 0 04 Jan 2023
Quantum Deep Dreaming: A Novel Approach for Quantum Circuit Design Romi Lifshitz 60 3 0 05 Nov 2022
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification Won Joon Yun Hankyul Baek Joongheon Kim VLM 73 11 0 30 Oct 2022
Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design Won Joon Yun Yunseok Kwak Jae Pyoung Kim Hyunhee Cho Soyi Jung Jihong Park Joongheon Kim 101 47 0 20 Mar 2022
Quantum Neural Networks -- Computational Field Theory and Dynamics C. Gonccalves AI4CE 18 2 0 19 Mar 2022
Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation Yunseok Kwak Won Joon Yun Soyi Jung Jong-Kook Kim Joongheon Kim 57 49 0 16 Aug 2021