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Tensor Decomposition

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TitleStatusHype
Towards Compact CNNs via Collaborative CompressionCode0
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor DecompositionCode0
Additive Tensor Decomposition Considering Structural Data InformationCode0
Moment Estimation for Nonparametric Mixture Models Through Implicit Tensor DecompositionCode0
Multi-Dictionary Tensor DecompositionCode0
Decomposition of linear tensor transformations—0
Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms—0
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials—0
Decomposable Sparse Tensor on Tensor Regression—0
Data-driven emergence of convolutional structure in neural networks—0
Auto Tensor Singular Value Thresholding: A Non-Iterative and Rank-Free Framework for Tensor Denoising—0
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network—0
Curve Registered Coupled Low Rank Factorization—0
CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition—0
Automatic Unsupervised Tensor Mining with Quality Assessment—0
CTD: Fast, Accurate, and Interpretable Method for Static and Dynamic Tensor Decompositions—0
Cross-Frequency Implicit Neural Representation with Self-Evolving Parameters—0
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition—0
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks—0
COVID-19 Multidimensional Kaggle Literature Organization—0
Attribute Guided Sparse Tensor-Based Model for Person Re-Identification—0
A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization—0
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion with Inter-Image Variability—0
A Unified Framework for Coupled Tensor Completion—0
Coupled CP tensor decomposition with shared and distinct components for multi-task fMRI data fusion—0
Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs—0
A Time-aware tensor decomposition for tracking evolving patterns—0
A general method for regularizing tensor decomposition methods via pseudo-data—0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure—0
Correlation-based Initialization Algorithm for Tensor-based HSI Compression Methods—0
Cooperative ISAC-empowered Low-Altitude Economy—0
Cooperative Bistatic ISAC Systems for Low-Altitude Economy—0
A Tensor-BTD-based Modulation for Massive Unsourced Random Access—0
Convolutional Neural Network Compression Based on Low-Rank Decomposition—0
Convolutional Dictionary Learning through Tensor Factorization—0
A Tensor-Based Sub-Mode Coordinate Algorithm for Stock Prediction—0
Convex Tensor Decomposition via Structured Schatten Norm Regularization—0
A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction—0
Efficient Estimation for Longitudinal Networks via Adaptive Merging—0
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms—0
A Simple and Scalable Tensor Completion Algorithm via Latent Invariant Constraint for Recommendation System—0
FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification—0
Fast Tensor Completion via Approximate Richardson Iteration—0
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors—0
Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control—0
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Conditional Uncertainty Quantification for Tensorized Topological Neural Networks—0
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