Title
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits Kaining Zhang Liu Liu Min-hsiu Hsieh Dacheng Tao 62 60 0 20 Feb 2025
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 99 1 0 26 Nov 2024
Diffusion-Inspired Quantum Noise Mitigation in Parameterized Quantum Circuits Hoang-Quan Nguyen Xuan-Bac Nguyen Samuel Yen-Chi Chen Hugh Churchill Nicholas Borys Samee U. Khan Khoa Luu DiffM 37 5 0 02 Jun 2024
Machine Learning for Quantum Computing Specialists Daniel Charles Goldsmith M. M. H. Mahmud VLM 31 2 0 29 Apr 2024
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Muhammad Shafique 31 25 0 16 Oct 2023
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples Farina Riaz Shahab A. Abdulla Hajime Suzuki Srinjoy Ganguly R. Deo Susan Hopkins 37 2 0 28 Aug 2023
MosaiQ: Quantum Generative Adversarial Networks for Image Generation on NISQ Computers Daniel Silver Tirthak Patel William Cutler Aditya Ranjan Harshitta Gandhi Devesh Tiwari GAN 22 12 0 22 Aug 2023
Generative Invertible Quantum Neural Networks Armand Rousselot M. Spannowsky BDL 16 9 0 24 Feb 2023
Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification Yuxuan Du Yibo Yang Dacheng Tao Min-hsiu Hsieh 43 23 0 29 Dec 2022
Hybrid Quantum Generative Adversarial Networks for Molecular Simulation and Drug Discovery Prateek Jain Srinjoy Ganguly GAN AI4CE 28 7 0 15 Dec 2022
Implementation of Trained Factorization Machine Recommendation System on Quantum Annealer Chen-Yu Liu Hsin-Yu Wang Pei-Yen Liao Ching-Jui Lai Min-hsiu Hsieh LRM 21 14 0 24 Oct 2022
Evolutionary Quantum Architecture Search for Parametrized Quantum Circuits Lidong Ding Lee Spector 29 15 0 23 Aug 2022
Active Learning on a Programmable Photonic Quantum Processor Chen Ding Xiao-Yue Xu Yun-Fei Niu Shuo Zhang Wansu Bao Heliang Huang 26 6 0 03 Aug 2022
Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional Regression Jun Qi Chao-Han Huck Yang Pin-Yu Chen Min-hsiu Hsieh 36 50 0 08 Jun 2022
Recent Advances for Quantum Neural Networks in Generative Learning Jinkai Tian Xiaoyun Sun Yuxuan Du Shanshan Zhao Qing Liu ... Xingyao Wu Min-hsiu Hsieh Tongliang Liu Wen-Bin Yang Dacheng Tao AI4CE 31 82 0 07 Jun 2022
Introducing Non-Linear Activations into Quantum Generative Models Kaitlin Gili Mykolas Sveistrys C. Ballance 22 10 0 28 May 2022
Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning Qiuhao Chen Yuxuan Du Qi Zhao Yuliang Jiao Xiliang Lu Xingyao Wu 23 12 0 14 Apr 2022
Towards AutoQML: A Cloud-Based Automated Circuit Architecture Search Framework Raúl Berganza Gómez Corey O’Meara G. Cortiana C. Mendl Juan Bernabé-Moreno 25 12 0 16 Feb 2022
Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery Junde Li Swaroop Ghosh BDL DRL 23 11 0 15 Nov 2021
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits Chiara Leadbeater Louis Sharrock Brian Coyle Marcello Benedetti 20 11 0 08 Oct 2021
A Quantum Generative Adversarial Network for distributions Amine Assouel A. Jacquier A. Kondratyev GNN GAN OOD 47 17 0 04 Oct 2021
Recent advances for quantum classifiers Weikang Li D. Deng AAML 39 84 0 30 Aug 2021
Quantum machine learning of large datasets using randomized measurements Tobias Haug C. Self Myungshik S. Kim 34 50 0 02 Aug 2021
Accelerating variational quantum algorithms with multiple quantum processors Yuxuan Du Yan Qian Dacheng Tao 9 8 0 24 Jun 2021
Optimal training of variational quantum algorithms without barren plateaus Tobias Haug M. S. Kim 43 35 0 29 Apr 2021
Drug Discovery Approaches using Quantum Machine Learning Junde Li M. Alam Congzhou M. Sha Jian Wang Nikolay V. Dokholyan Swaroop Ghosh VLM 19 14 0 01 Apr 2021
Quantum Optimization for Training Quantum Neural Networks Yidong Liao Min-hsiu Hsieh C. Ferrie 23 16 0 31 Mar 2021
Towards understanding the power of quantum kernels in the NISQ era Xinbiao Wang Yuxuan Du Yong Luo Dacheng Tao 38 68 0 31 Mar 2021
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 44 133 0 20 Oct 2020