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

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

Towards artificial general intelligence with hybrid Tianjic chip architecture

(2019) Jing Pei et al.   NATURE

Semisupervised Discriminant Multimanifold Analysis for Action Recognition

(2019) Zengmin Xu 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

Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM

(2018) Amin Ullah et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Regularized Computation of Approximate Pseudoinverse of Large Matrices Using Low-Rank Tensor Train Decompositions

(2016) Namgil Lee et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

DeepPano: Deep Panoramic Representation for 3-D Shape Recognition

(2015) Baoguang Shi et al.   IEEE SIGNAL PROCESSING LETTERS

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

(2015) Andrzej Cichocki et al.   IEEE SIGNAL PROCESSING MAGAZINE

A Robust and Efficient Video Representation for Action Recognition

(2015) Heng Wang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Dense Trajectories and Motion Boundary Descriptors for Action Recognition

(2013) Heng Wang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Robust action recognition using local motion and group sparsity

(2013) Jungchan Cho et al.   PATTERN RECOGNITION

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tensor-Train Decomposition

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