Generative quantum machine learning via denoising diffusion
probabilistic models

Generative quantum machine learning via denoising diffusion probabilistic models

9 October 2023

Papers citing "Generative quantum machine learning via denoising diffusion probabilistic models"

11 / 11 papers shown

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 46 0 0 08 May 2025
Quantum Diffusion Model for Quark and Gluon Jet Generation Mariia Baidachna Rey Guadarrama Gopal Ramesh Dahale Tom Magorsch Isabel Pedraza Konstantin T. Matchev Katia Matcheva Kyoungchul Kong S. Gleyzer DiffM 42 0 0 31 Dec 2024
Mixed-State Quantum Denoising Diffusion Probabilistic Model Gino Kwun Bingzhi Zhang Quntao Zhuang DiffM 89 1 0 26 Nov 2024
DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis Hamidreza Eivazi André Hebenbrock Raphael Ginster Steffen Blömeke Stefan H. A. Wittek Christoph Herrmann Thomas S. Spengler Thomas Turek Andreas Rausch 34 0 0 31 Oct 2024
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey Jack Cunningham Jun Zhuang 32 4 0 25 Jul 2024
Improving Trainability of Variational Quantum Circuits via Regularization Strategies Jun Zhuang Jack Cunningham Chaowen Guan 30 4 0 02 May 2024
Permutation-equivariant quantum convolutional neural networks Sreetama Das Filippo Caruso 41 2 0 28 Apr 2024
Quantum State Generation with Structure-Preserving Diffusion Model Yuchen Zhu Tianrong Chen Evangelos A. Theodorou Xie Chen Molei Tao DiffM 32 6 0 09 Apr 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 34 2 0 13 Jan 2024
The role of data embedding in equivariant quantum convolutional neural networks Sreetama Das Stefano Martina Filippo Caruso 19 5 0 20 Dec 2023
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 121 654 0 28 Jul 2020