Learning to Measure Quantum Neural Networks

10 January 2025

Papers citing "Learning to Measure Quantum Neural Networks"

29 / 29 papers shown

Title
Learning to Program Quantum Measurements for Machine Learning Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 83 0 0 18 May 2025
Differentiable Quantum Architecture Search in Quantum-Enhanced Neural Network Parameter Generation Samuel Yen-Chi Chen Chen-Yu Liu Kuan-Cheng Chen Wei-Jia Huang Yen-Jui Chang Wei-Hao Huang 49 1 0 13 May 2025
Differential equation quantum solvers: engineering measurements to reduce cost Annie Paine Casper Gyurik Antonio Andrea Gentile 48 0 0 28 Mar 2025
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning Chi-Sheng Chen Samuel Yen-Chi Chen Huan-Hsin Tseng 85 4 0 28 Feb 2025
Evolutionary Optimization for Designing Variational Quantum Circuits with High Model Capacity Samuel Yen-Chi Chen 84 5 0 17 Dec 2024
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection Chu-Hsuan Abraham Lin Chen-Yu Liu Samuel Yen-Chi Chen Kuan-Cheng Chen 49 11 0 11 Oct 2024
Quantum Gradient Class Activation Map for Model Interpretability Hsin-Yi Lin Huan-Hsin Tseng Samuel Yen-Chi Chen Shinjae Yoo FAtt 52 7 0 12 Aug 2024
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning Xin Dai Tzu-Chieh Wei Shinjae Yoo Samuel Yen-Chi Chen 77 6 0 29 Jul 2024
Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning Samuel Yen-Chi Chen 71 8 0 25 Jul 2024
Quantum Architecture Search: A Survey Darya Martyniuk Johannes Jung Adrian Paschke AI4CE 78 10 0 10 Jun 2024
Learning to Program Variational Quantum Circuits with Fast Weights Samuel Yen-Chi Chen 70 14 0 27 Feb 2024
Federated Quantum Long Short-term Memory (FedQLSTM) Mahdi Chehimi Samuel Yen-Chi Chen Walid Saad Shinjae Yoo FedML 58 18 0 21 Dec 2023
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning Yize Sun Yunpu Ma Volker Tresp 46 12 0 19 Sep 2023
Applying QNLP to sentiment analysis in finance Jonas Stein Ivo Christ Nico Kraus M. Mansky Robert Muller Claudia Linnhoff-Popien 62 25 0 20 Jul 2023
Quantum deep recurrent reinforcement learning Samuel Yen-Chi Chen 78 21 0 26 Oct 2022
PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy Protection Shuyue Stella Li Xiangyu Zhang Shu Zhou Hongchao Shu Ruixing Liang Hexin Liu Leibny Paola García 50 27 0 06 Oct 2022
Slimmable Quantum Federated Learning Won Joon Yun Jae Pyoung Kim Soyi Jung Jihong Park M. Bennis Joongheon Kim 34 31 0 20 Jul 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 67 47 0 20 Mar 2022
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing Chao-Han Huck Yang Jun Qi Samuel Yen-Chi Chen Yu Tsao Pin-Yu Chen 62 56 0 17 Feb 2022
Quantum Architecture Search via Continual Reinforcement Learning Esther Ye Samuel Yen-Chi Chen 39 29 0 10 Dec 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini Marcel Worring 94 85 0 13 Oct 2021
QTN-VQC: An End-to-End Learning framework for Quantum Neural Networks Jun Qi Chao-Han Huck Yang Pin-Yu Chen 48 47 0 06 Oct 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing H. Goan Y. Kao 66 85 0 01 Sep 2021
Quantum Architecture Search via Deep Reinforcement Learning En-Jui Kuo Yao-Lung L. Fang Samuel Yen-Chi Chen AI4CE 36 85 0 15 Apr 2021
Parametrized quantum policies for reinforcement learning Sofiene Jerbi Casper Gyurik Simon Marshall Hans J. Briegel Vedran Dunjko 63 111 0 09 Mar 2021
An end-to-end trainable hybrid classical-quantum classifier Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing Y. Kao 39 74 0 04 Feb 2021
Quantum Convolutional Neural Networks for High Energy Physics Data Analysis Samuel Yen-Chi Chen T. Wei Chao Zhang Haiwang Yu Shinjae Yoo 69 108 0 22 Dec 2020
Quantum Long Short-Term Memory Samuel Yen-Chi Chen Shinjae Yoo Yao-Lung L. Fang 48 164 0 03 Sep 2020
Variational Quantum Circuits for Deep Reinforcement Learning Samuel Yen-Chi Chen Chao-Han Huck Yang Jun Qi Pin-Yu Chen Xiaoli Ma H. Goan 43 304 0 30 Jun 2019