3D-KCPNet: Efficient 3DCNNs based on tensor mapping theory

Realistic acceleration of neural networks with fine-grained tensor decomposition

(2022) Rui Lv et al.   NEUROCOMPUTING

Compressing convolutional neural networks with hierarchical Tucker-2 decomposition

(2022) Mateusz Gabor et al.   APPLIED SOFT COMPUTING

QTTNet: Quantized tensor train neural networks for 3D object and video recognition

(2021) Donghyun Lee et al.   NEURAL NETWORKS

Nonlinear tensor train format for deep neural network compression

(2021) Dingheng Wang et al.   NEURAL NETWORKS

Kronecker CP Decomposition With Fast Multiplication for Compressing RNNs

(2021) Dingheng Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Training high-performance and large-scale deep neural networks with full 8-bit integers

(2020) Yukuan Yang et al.   NEURAL NETWORKS

Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

(2020) By Lei Deng et al.   PROCEEDINGS OF THE IEEE

Compressing 3DCNNs based on tensor train decomposition

(2020) Dingheng Wang et al.   NEURAL NETWORKS

Hybrid tensor decomposition in neural network compression

(2020) Bijiao Wu et al.   NEURAL NETWORKS

Semisupervised Discriminant Multimanifold Analysis for Action Recognition

(2019) Zengmin Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning

(2019) Shaohui Lin et al.   IEEE Transactions on Neural Networks and Learning Systems

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition

(2019) Anh-Huy Phan et al.   IEEE Transactions on Neural Networks and Learning Systems

Long-Term Temporal Convolutions for Action Recognition

(2018) Gul Varol et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fundamental tensor operations for large-scale data analysis using tensor network formats

(2017) Namgil Lee et al.   MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING

Hand Gesture Recognition in Real Time for Automotive Interfaces: A Multimodal Vision-Based Approach and Evaluations

(2014) Eshed Ohn-Bar et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Tensor-Train Decomposition

(2011) I. V. Oseledets   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Hierarchical Singular Value Decomposition of Tensors

(2010) Lars Grasedyck   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS