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Tensor Decomposition

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TitleStatusHype
Hyperspectral Super-resolution: A Coupled Nonnegative Block-term Tensor Decomposition Approach—0
Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling—0
Identifiability of Nonnegative Tucker Decompositions -- Part I: Theory—0
Identification of Dynamic functional brain network states Through Tensor Decomposition—0
Fast and Guaranteed Tensor Decomposition via Sketching—0
Fast algorithm for overcomplete order-3 tensor decomposition—0
Several Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors—0
FALCON: Lightweight and Accurate Convolution—0
Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA—0
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition—0
Compressed Channel Estimation for IRS-Assisted Millimeter Wave OFDM Systems: A Low-Rank Tensor Decomposition-Based Approach—0
Approximate PCFG Parsing Using Tensor Decomposition—0
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks—0
Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition—0
Comprehensive Feature-based Robust Video Fingerprinting Using Tensor Model—0
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition under Reshuffling—0
Exact nuclear norm, completion and decomposition for random overcomplete tensors via degree-4 SOS—0
Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors—0
Approximate Real Symmetric Tensor Rank—0
Estimating uterine activity from electrohysterogram measurements via statistical tensor decomposition—0
Estimating Joint Probability Distribution With Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries—0
Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition—0
ESPACE: Dimensionality Reduction of Activations for Model Compression—0
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition—0
Approximate Joint Matrix Triangularization—0
A Double-Norm Aggregated Tensor Latent Factorization Model for Temporal-Aware Traffic Speed Imputation—0
Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting—0
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk—0
Enhanced channel estimation for double RIS-aided MIMO systems using coupled tensor decomposition—0
CNN inference acceleration using dictionary of centroids—0
Applying Tensor Decomposition to image for Robustness against Adversarial Attack—0
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models—0
End-to-end Learning of a Convolutional Neural Network via Deep Tensor Decomposition—0
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast—0
Clustering Patients with Tensor Decomposition—0
Applying Differential Privacy to Tensor Completion—0
ADMM-MM Algorithm for General Tensor Decomposition—0
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition—0
Channel Estimation for Movable-Antenna MIMO Systems Via Tensor Decomposition—0
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition—0
Electrical Grid Anomaly Detection via Tensor Decomposition—0
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition—0
A parametric non-negative coupled canonical polyadic decomposition algorithm for hyperspectral super-resolution—0
Efficient Tensor Decomposition—0
Efficient Relational Context Perception for Knowledge Graph Completion—0
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection—0
An Overview of Neural Network Compression—0
A deep graph model for the signed interaction prediction in biological network—0
Multivariate Analysis for Multiple Network Data via Semi-Symmetric Tensor PCA—0
Enabling Unstructured Sparse Acceleration on Structured Sparse Accelerators—0
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