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Tensor Decomposition

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Showing 251–300 of 618 papers

TitleStatusHype
Reducing the Control Overhead of Intelligent Reconfigurable Surfaces Via a Tensor-Based Low-Rank Factorization Approach—0
Canonical convolutional neural networksCode0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition—0
STN: Scalable Tensorizing Networks via Structure-Aware Training and Adaptive Compression—0
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling—0
Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs—0
High-Order Pooling for Graph Neural Networks with Tensor Decomposition—0
Decoupling multivariate functions using a nonparametric filtered tensor decomposition—0
Tensor Shape Search for Optimum Data Compression—0
High-Order Multilinear Discriminant Analysis via Order-n Tensor Eigendecomposition—0
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review—0
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing—0
Polynomial-time Sparse Measure Recovery: From Mean Field Theory to Algorithm DesignCode0
Learning Polynomial Transformations—0
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field InferenceCode0
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors—0
A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization—0
Compressed Channel Estimation for IRS-Assisted Millimeter Wave OFDM Systems: A Low-Rank Tensor Decomposition-Based Approach—0
Noisy Tensor Completion via Low-rank Tensor Ring—0
How to Train Unstable Looped Tensor Network—0
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition—0
Joint Probability Estimation Using Tensor Decomposition and Dictionaries—0
Delta family approach for the stochastic control problems of utility maximization—0
Tensor Moments of Gaussian Mixture Models: Theory and ApplicationsCode0
Fast algorithm for overcomplete order-3 tensor decomposition—0
Multivariate Analysis for Multiple Network Data via Semi-Symmetric Tensor PCA—0
Data-driven emergence of convolutional structure in neural networks—0
Tensor-based Basis Function Learning for Three-dimensional Sound Speed Fields—0
Stochastic regularized majorization-minimization with weakly convex and multi-convex surrogatesCode0
Conditional Imitation Learning for Multi-Agent Games—0
Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes—0
A New Measure of Model Redundancy for Compressed Convolutional Neural Networks—0
Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization—0
A Tensor-BTD-based Modulation for Massive Unsourced Random Access—0
Lower and Upper Bounds on the Pseudo-Dimension of Tensor Network Models—0
Probabilistic Tensor Decomposition of Neural Population Spiking ActivityCode0
Harmonic Retrieval with L_1-Tucker Tensor Decomposition—0
Vec2Node: Self-training with Tensor Augmentation for Text Classification with Few Labels—0
A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification—0
Low-Rank+Sparse Tensor Compression for Neural Networks—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
Landscape analysis of an improved power method for tensor decomposition—0
Streaming Generalized Canonical Polyadic Tensor DecompositionsCode0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
More Efficient Sampling for Tensor Decomposition With Worst-Case GuaranteesCode0
Applying Differential Privacy to Tensor Completion—0
A Generalized Hierarchical Nonnegative Tensor DecompositionCode0
Multi-Mode Deep Matrix and Tensor Factorization—0
Knowledge Graph Completion as Tensor Decomposition: A Genreal Form and Tensor N-rank Regularization—0
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