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Tensor Decomposition

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TitleStatusHype
Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank DeterminationCode1
TDRE: A Tensor Decomposition Based Approach for Relation Extraction—0
Sparseness-constrained Nonnegative Tensor Factorization for Detecting Topics at Different Time ScalesCode0
On the Compression of Translation Operator Tensors in FMM-FFT-Accelerated SIE Simulators via Tensor Decompositions—0
Low-rank Characteristic Tensor Density Estimation Part I: Foundations—0
Kronecker CP Decomposition with Fast Multiplication for Compressing RNNs—0
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk—0
Compression of Deep Learning Models for Text: A Survey—0
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network—0
Adaptive Learning of Tensor Network Structures—0
Structured Convolutions for Efficient Neural Network Design—0
Robust Tensor Principal Component Analysis: Exact Recovery via Deterministic Model—0
Geometric All-Way Boolean Tensor DecompositionCode0
Efficient Tensor Decomposition—0
Additive Tensor Decomposition Considering Structural Data InformationCode0
Overcomplete order-3 tensor decomposition, blind deconvolution and Gaussian mixture models—0
Generalizing Tensor Decomposition for N-ary Relational Knowledge BasesCode1
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRESCode1
On the use of higher-order tensors to model muscle synergies—0
Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control—0
Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting—0
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion with Inter-Image Variability—0
Recovering Joint Probability of Discrete Random Variables from Pairwise Marginals—0
Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization—0
Hybrid Tensor Decomposition in Neural Network Compression—0
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling—0
MARS: Masked Automatic Ranks Selection in Tensor DecompositionsCode0
Generalising Recursive Neural Models by Tensor DecompositionCode0
Computing Large-Scale Matrix and Tensor Decomposition with Structured Factors: A Unified Nonconvex Optimization Perspective—0
Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting—0
An Overview of Neural Network Compression—0
Tensor decomposition to Compress Convolutional Layers in Deep LearningCode0
Tensor Decomposition for Multi-agent Predictive State Representation—0
Deep Tensor CCA for Multi-view LearningCode1
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting—0
Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model—0
Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy—0
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition—0
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks—0
A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction—0
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile—0
Network Anomaly Detection based on Tensor Decomposition—0
Spectral Learning on Matrices and Tensors—0
NeCPD: An Online Tensor Decomposition with Optimal Stochastic Gradient Descent—0
Revisiting Convolutional Neural Networks for Citywide Crowd Flow AnalyticsCode1
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression—0
Applying Tensor Decomposition to image for Robustness against Adversarial Attack—0
TensorShield: Tensor-based Defense Against Adversarial Attacks on Images—0
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition—0
Testing Unsatisfiability of Constraint Satisfaction Problems via Tensor Products—0
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