Learning to Program Quantum Measurements for Machine Learning

18 May 2025

Papers citing "Learning to Program Quantum Measurements for Machine Learning"

28 / 28 papers shown

Title
Learning to Measure Quantum Neural Networks Samuel Yen-Chi Chen Huan-Hsin Tseng Hsin-Yi Lin Shinjae Yoo 67 5 0 10 Jan 2025
Quantum-Train-Based Distributed Multi-Agent Reinforcement Learning Kuan-Cheng Chen Samuel Yen-Chi Chen Chen-Yu Liu Kin K Leung 110 7 0 12 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 56 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 57 7 0 12 Aug 2024
Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning Samuel Yen-Chi Chen 73 8 0 25 Jul 2024
Quantum Architecture Search: A Survey Darya Martyniuk Johannes Jung Adrian Paschke AI4CE 83 10 0 10 Jun 2024
Learning to Program Variational Quantum Circuits with Fast Weights Samuel Yen-Chi Chen 74 14 0 27 Feb 2024
VQC-Based Reinforcement Learning with Data Re-uploading: Performance and Trainability Rodrigo Coelho André Sequeira Luis Paulo Santos 56 13 0 21 Jan 2024
Efficient quantum recurrent reinforcement learning via quantum reservoir computing Samuel Yen-Chi Chen 68 14 0 13 Sep 2023
Applying QNLP to sentiment analysis in finance Jonas Stein Ivo Christ Nico Kraus M. Mansky Robert Muller Claudia Linnhoff-Popien 76 25 0 20 Jul 2023
Asynchronous training of quantum reinforcement learning Samuel Yen-Chi Chen OffRL 70 22 0 12 Jan 2023
A Survey on Quantum Reinforcement Learning Nico Meyer Christian Ufrecht Maniraman Periyasamy Daniel D. Scherer Axel Plinge Christopher Mutschler AI4CE LRM 73 57 0 07 Nov 2022
Quantum deep recurrent reinforcement learning Samuel Yen-Chi Chen 85 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 54 27 0 06 Oct 2022
Quantum Multi-Agent Meta Reinforcement Learning Won Joon Yun Jihong Park Joongheon Kim 72 37 0 22 Aug 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 64 56 0 17 Feb 2022
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini Marcel Worring 101 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 56 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 71 85 0 01 Sep 2021
Parametrized quantum policies for reinforcement learning Sofiene Jerbi Casper Gyurik Simon Marshall Hans J. Briegel Vedran Dunjko 69 111 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 50 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 76 110 0 22 Dec 2020
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 78 2,487 0 16 Dec 2020
Quantum Long Short-Term Memory Samuel Yen-Chi Chen Shinjae Yoo Yao-Lung L. Fang 52 164 0 03 Sep 2020
Reinforcement Learning with Quantum Variational Circuits Owen Lockwood Mei Si 46 138 0 15 Aug 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 64 304 0 30 Jun 2019
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 183 4,326 0 24 Jun 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 528 129,831 0 12 Jun 2017