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Tensor Decomposition

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Showing 301–350 of 618 papers

TitleStatusHype
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance—0
Reconfigurable Low-latency Memory System for Sparse Matricized Tensor Times Khatri-Rao Product on FPGA—0
Multi-Tensor Network Representation for High-Order Tensor Completion—0
Temporal Network Embedding via Tensor Factorization—0
Tensor completion using geodesics on Segre manifolds—0
Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis SystemsCode0
Attribute Guided Sparse Tensor-Based Model for Person Re-Identification—0
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework—0
Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection—0
COVID-19 Multidimensional Kaggle Literature Organization—0
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition—0
Tensor decomposition of higher-order correlations by nonlinear Hebbian plasticityCode0
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models—0
Tensor Learning-based Precoder Codebooks for FD-MIMO Systems—0
Understanding Deflation Process in Over-parametrized Tensor Decomposition—0
Algorithms from Invariants: Smoothed Analysis of Orbit Recovery over SO(3)—0
Tensor decomposition for learning Gaussian mixtures from moments—0
Towards Compact CNNs via Collaborative CompressionCode0
Dermoscopic Image Classification with Neural Style Transfer—0
Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting—0
Reconstruction Algorithms for Low-Rank Tensors and Depth-3 Multilinear Circuits—0
Learning Good State and Action Representations via Tensor Decomposition—0
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses—0
Searching to Sparsify Tensor Decomposition for N-ary Relational Data—0
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentationCode0
Two-Dimensional DOA Estimation for L-shaped Nested Array via Tensor Modeling—0
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure—0
Recovery of Joint Probability Distribution from one-way marginals: Low rank Tensors and Random Projections—0
Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction—0
Symmetry Breaking in Symmetric Tensor Decomposition—0
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field ApproximationCode0
CP-MDP: A CANDECOMP-PARAFAC Decomposition Approach to Solve a Markov Decision Process Multidimensional ProblemCode0
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation—0
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network—0
Identifying Misinformation from Website Screenshots—0
Symmetric Sparse Boolean Matrix Factorization and Applications—0
Towards Overfitting Avoidance: Tuning-free Tensor-aided Multi-user Channel Estimation for 3D Massive MIMO Communications—0
Riemannian Manifold Optimization for Discriminant Subspace Learning—0
HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction—0
Disentangling Observed Causal Effects from Latent Confounders using Method of Moments—0
Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way—0
Topology-aware Tensor Decomposition for Meta-graph Learning—0
Quaternion higher-order singular value decomposition and its applications in color image processing—0
Rethinking Compressed Convolution Neural Network from a Statistical Perspective—0
Alternating linear scheme in a Bayesian framework for low-rank tensor approximation—0
Time-Aware Tensor Decomposition for Missing Entry Prediction—0
Block majorization-minimization with diminishing radius for constrained nonsmooth nonconvex optimizationCode0
Several Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors—0
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