Tensor Networks Meet Neural Networks: A Survey and Future Perspectives

22 January 2023

Andrzej Cichocki

Papers citing "Tensor Networks Meet Neural Networks: A Survey and Future Perspectives"

22 / 22 papers shown

Title
MetaLoRA: Tensor-Enhanced Adaptive Low-Rank Fine-tuning Maolin Wang Xiangyu Zhao AI4CE 43 0 0 01 Apr 2025
F-INR: Functional Tensor Decomposition for Implicit Neural Representations Sai Karthikeya Vemuri Tim Buchner Joachim Denzler AI4CE 39 0 0 27 Mar 2025
tn4ml: Tensor Network Training and Customization for Machine Learning E. Puljak Sergio Sánchez Ramírez Sergi Masot-Llima Jofre Vallès-Muns Artur Garcia-Saez M. Pierini 53 0 0 18 Feb 2025
Causal Deep Learning M. Alex O. Vasilescu CML 54 2 1 03 Jan 2025
Quantum Large Language Models via Tensor Network Disentanglers Borja Aizpurua S. Jahromi Sukhbinder Singh Roman Orus 33 3 0 22 Oct 2024
Ultra-low latency quantum-inspired machine learning predictors implemented on FPGA Lorenzo Borella Alberto Coppi J. Pazzini Andrea Stanco Marco Trenti Andrea Triossi M. Zanetti 39 1 0 24 Sep 2024
Subspace Node Pruning Joshua Offergeld Marcel van Gerven Nasir Ahmad 38 0 0 26 May 2024
Técnicas Quantum-Inspired en Tensor Networks para Contextos Industriales Alejandro Mata Ali Inigo Perez Delgado Aitor Moreno-Fernandez-de-Leceta 40 0 0 08 Mar 2024
Quantum Theory and Application of Contextual Optimal Transport Nicola Mariella A. Akhriev F. Tacchino Christa Zoufal J. C. González-Espitia ... I. Tavernelli Stefan Woerner Marianna Rapsomaniki Sergiy Zhuk Jannis Born OT 43 3 0 22 Feb 2024
CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks Andrei Tomut S. Jahromi Abhijoy Sarkar Uygar Kurt Sukhbinder Singh ... Muhammad Ibrahim Oussama Tahiri-Alaoui John Malcolm Samuel Mugel Roman Orus MQ 42 13 0 25 Jan 2024
Tensor networks for interpretable and efficient quantum-inspired machine learning Shirli Ran Gang Su 45 7 0 19 Nov 2023
Reusing Pretrained Models by Multi-linear Operators for Efficient Training Yu Pan Ye Yuan Yichun Yin Zenglin Xu Lifeng Shang Xin Jiang Qun Liu 44 16 0 16 Oct 2023
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition Qin Li Xu Yang Yong Wang Yuankai Wu Deqiang He 38 10 0 12 Dec 2022
MorphTE: Injecting Morphology in Tensorized Embeddings Guobing Gan Peng-Zhen Zhang Sunzhu Li Xiuqing Lu Benyou Wang 36 5 0 27 Oct 2022
From Tensor Network Quantum States to Tensorial Recurrent Neural Networks Dian Wu R. Rossi F. Vicentini Giuseppe Carleo 106 25 0 24 Jun 2022
High-Order Pooling for Graph Neural Networks with Tensor Decomposition Chenqing Hua Guillaume Rabusseau Jian Tang 72 25 0 24 May 2022
Tensor Representations for Action Recognition Piotr Koniusz Lei Wang A. Cherian 39 68 0 28 Dec 2020
Dynamic Spatiotemporal Graph Neural Network with Tensor Network Chengcheng Jia Bo Wu Xiao-Ping Zhang AI4TS 34 6 0 12 Mar 2020
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 258 36,371 0 25 Aug 2016
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 105 1,342 0 06 Jul 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 152 1,464 0 06 Jun 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014