Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks

21 April 2025

Papers citing "Trainable Quantum Neural Network for Multiclass Image Classification with the Power of Pre-trained Tree Tensor Networks"

16 / 16 papers shown

Title
Deep Tree Tensor Networks for Image Recognition Chang Nie Junfang Chen Yajie Chen 79 1 0 14 Feb 2025
Tensor tree learns hidden relational structures in data to construct generative models Kenji Harada Tsuyoshi Okubo Naoki Kawashima 61 4 0 20 Aug 2024
Machine learning with tree tensor networks, CP rank constraints, and tensor dropout Hao Chen T. Barthel 88 11 0 30 May 2023
Generalization in quantum machine learning from few training data Matthias C. Caro Hsin-Yuan Huang M. Cerezo Kunal Sharma A. Sornborger L. Cincio Patrick J. Coles 87 372 0 09 Nov 2021
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 94 54 0 06 Oct 2021
Quantum Neural Networks: Concepts, Applications, and Challenges Yunseok Kwak Won Joon Yun Soyi Jung Joongheon Kim 39 61 0 02 Aug 2021
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 108 752 0 30 Oct 2020
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 235 664 0 28 Jul 2020
Geoopt: Riemannian Optimization in PyTorch Max Kochurov R. Karimov Sergei Kozlukov 75 124 0 06 May 2020
Number-State Preserving Tensor Networks as Classifiers for Supervised Learning G. Evenbly 37 11 0 15 May 2019
Tree Tensor Networks for Generative Modeling Song Cheng Lei Wang Tao Xiang Pan Zhang 87 130 0 08 Jan 2019
Towards Quantum Machine Learning with Tensor Networks W. Huggins P. Patil K. B. Whaley E. Stoudenmire 97 345 0 30 Mar 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 78 1,818 0 29 Mar 2018
Machine Learning by Unitary Tensor Network of Hierarchical Tree Structure Ding Liu Shi-Ju Ran P. Wittek C. Peng R. García G. Su M. Lewenstein 39 131 0 13 Oct 2017
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 97 271 0 06 Sep 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 339 4,626 0 10 Nov 2016