Tensor Decompositions in Deep Learning

26 February 2020

Papers citing "Tensor Decompositions in Deep Learning"

7 / 7 papers shown

Title
TQCompressor: improving tensor decomposition methods in neural networks via permutations V. Abronin A. Naumov D. Mazur D. Bystrov K. Tsarova Ar. Melnikov Ivan Oseledets S. Dolgov R. Brasher M. Perelshtein 28 6 0 29 Jan 2024
Partial Tensorized Transformers for Natural Language Processing Subhadra Vadlamannati Ryan Solgi 30 0 0 30 Oct 2023
Compressive Sensing with Tensorized Autoencoder Rakib Hyder M. Salman Asif 18 0 0 10 Mar 2023
BiMLP: Compact Binary Architectures for Vision Multi-Layer Perceptrons Yixing Xu Xinghao Chen Yunhe Wang MQ 27 8 0 29 Dec 2022
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials Alexander S. Wein 27 9 0 10 Nov 2022
Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing Jun Qi Chao-Han Huck Yang Pin-Yu Chen Javier Tejedor 25 16 0 11 Mar 2022
Fast algorithm for overcomplete order-3 tensor decomposition Jingqiu Ding Tommaso dÓrsi Chih-Hung Liu Stefan Tiegel David Steurer 21 9 0 14 Feb 2022