Title
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Zhimin He Haozhen Situ DiffM 44 0 0 08 May 2025
Quantum Generative Models for Image Generation: Insights from MNIST and MedMNIST Chi-Sheng Chen Wei An Hou Siang-Wei Hu Zhen-Sheng Cai VLM 67 0 0 30 Mar 2025
ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks Mohamed Afane Gabrielle Ebbrecht Ying Wang Juntao Chen Junaid Farooq 26 0 0 26 Mar 2025
A Distributed Hybrid Quantum Convolutional Neural Network for Medical Image Classification Yangyang Li Zhengya Qia Yuelin Lia Haorui Yanga Ronghua Shanga Licheng Jiaoa 35 0 0 07 Jan 2025
OrganiQ: Mitigating Classical Resource Bottlenecks of Quantum Generative Adversarial Networks on NISQ-Era Machines Daniel Silver Tirthak Patel Aditya Ranjan William Cutler Devesh Tiwari 31 0 0 29 Sep 2024
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits Yuxuan Du Min-hsiu Hsieh Dacheng Tao 31 2 0 22 Aug 2024
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks Andrea Ceschini Francesco Mauro Francesca De Falco A. Sebastianelli A. Verdone A. Rosato Bertrand Le Saux Massimo Panella Paolo Gamba Silvia Liberata Ullo GNN AI4CE 34 0 0 12 Aug 2024
SuperEncoder: Towards Universal Neural Approximate Quantum State Preparation Yilun Zhao Bingmeng Wang Wenle Jiang Xiwei Pan Bing Li Yinhe Han Ying Wang 16 1 0 10 Aug 2024
Quantum Compiling with Reinforcement Learning on a Superconducting Processor Z. T. Wang Qiuhao Chen Yuxuan Du Z. H. Yang Xiaoxia Cai ... Huikai Xu Yirong Jin Ruixia Wang Haifeng Yu S. P. Zhao 27 1 0 18 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 47 8 0 05 Jun 2024
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem Xinbiao Wang Yuxuan Du Kecheng Liu Yong Luo Bo Du Dacheng Tao 25 1 0 12 May 2024
Quantum Cloud Computing: A Review, Open Problems, and Future Directions H. T. Nguyen P. Krishnan Dilip Krishnaswamy Muhammad Usman Rajkumar Buyya 23 15 0 17 Apr 2024
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI John D Mayfield I. E. Naqa 14 0 0 22 Jan 2024
Neural auto-designer for enhanced quantum kernels Cong Lei Yuxuan Du Peng Mi Jun-chen Yu Tongliang Liu 13 5 0 20 Jan 2024
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble Chuangtao Chen Qinglin Zhao Mengchu Zhou Zhimin He Zhili Sun Haozhen Situ 26 2 0 13 Jan 2024
VIOLET: Visual Analytics for Explainable Quantum Neural Networks Shaolun Ruan Zhiding Liang Qian-Guo Guan Paul Griffin Xiaolin Wen Yanna Lin Yong Wang 42 1 0 23 Dec 2023
Optical Quantum Sensing for Agnostic Environments via Deep Learning Zeqiao Zhou Yuxuan Du Xu-Fei Yin Shanshan Zhao Xinmei Tian Dacheng Tao 10 0 0 13 Nov 2023
SpectralGPT: Spectral Remote Sensing Foundation Model Danfeng Hong Bing Zhang Xuyang Li Yuxuan Li Chenyu Li ... Xiuping Jia Antonio J. Plaza Paolo Gamba J. Benediktsson J. Chanussot 14 383 0 13 Nov 2023
3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds Lakshika Rathi Edith Tretschk Christian Theobalt Rishabh Dabral Vladislav Golyanik 3DPC 25 2 0 09 Nov 2023
Multimodal deep representation learning for quantum cross-platform verification Yan Qian Yuxuan Du Zhenliang He Min-hsiu Hsieh Dacheng Tao 24 8 0 07 Nov 2023
Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks Hao Zhang Chenghong Zhu M. Jing Xin Wang 23 4 0 26 Sep 2023
ShadowNet for Data-Centric Quantum System Learning Yuxuan Du Yibo Yang Tongliang Liu Zhouchen Lin Bernard Ghanem Dacheng Tao 34 6 0 22 Aug 2023
Quantum Autoencoders for Learning Quantum Channel Codes Lakshika Rathi Stephen DiAdamo A. Shabani 16 2 0 13 Jul 2023
Transition Role of Entangled Data in Quantum Machine Learning Xinbiao Wang Yuxuan Du Zhuozhuo Tu Yong Luo Xiao Yuan Dacheng Tao 36 8 0 06 Jun 2023
Generative Invertible Quantum Neural Networks Armand Rousselot M. Spannowsky BDL 14 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 36 22 0 29 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 13 14 0 24 Oct 2022
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction Yan Qian Yuxuan Du Dacheng Tao 23 3 0 26 Sep 2022
Quantum Neural Network Classifiers: A Tutorial Weikang Li Zhide Lu D. Deng 6 32 0 06 Jun 2022
Introducing Non-Linear Activations into Quantum Generative Models Kaitlin Gili Mykolas Sveistrys C. Ballance 6 10 0 28 May 2022
Quantum Self-Attention Neural Networks for Text Classification Guangxi Li Xuanqiang Zhao Xin Wang GNN 24 50 0 11 May 2022
Quantum Generative Models for Small Molecule Drug Discovery Junde Li R. Topaloglu Swaroop Ghosh GAN 48 56 0 09 Jan 2021
Information-theoretic bounds on quantum advantage in machine learning Hsin-Yuan Huang R. Kueng J. Preskill 63 213 0 07 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,387 0 21 Nov 2016
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,184 0 30 Nov 2014