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Tensor Decomposition

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Showing 1–50 of 618 papers

TitleStatusHype
Flow-Through Tensors: A Unified Computational Graph Architecture for Multi-Layer Transportation Network Optimization—0
Cooperative Bistatic ISAC Systems for Low-Altitude Economy—0
A Scalable Factorization Approach for High-Order Structured Tensor Recovery—0
DMRS-Based Uplink Channel Estimation for MU-MIMO Systems with Location-Specific SCSI Acquisition—0
LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System—0
MetaTT: A Global Tensor-Train Adapter for Parameter-Efficient Fine-Tuning—0
Graph signal aware decomposition of dynamic networks via latent graphs—0
sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation—0
Double Low-Rank 4D Tensor Decomposition for Circular RIS-Aided mmWave MIMO-NOMA System Channel Estimation in Mobility Scenarios—0
Joint Channel and Symbol Estimation for Communication Systems with Movable Antennas—0
Revisit CP Tensor Decomposition: Statistical Optimality and Fast ConvergenceCode0
Patch-based Reconstruction for Unsupervised Dynamic MRI using Learnable Tensor Function with Implicit Neural Representation—0
Making deep neural networks work for medical audio: representation, compression and domain adaptation—0
LatentLLM: Attention-Aware Joint Tensor Compression—0
Identifiability of Nonnegative Tucker Decompositions -- Part I: Theory—0
Auto Tensor Singular Value Thresholding: A Non-Iterative and Rank-Free Framework for Tensor Denoising—0
D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data StreamsCode0
A Double-Norm Aggregated Tensor Latent Factorization Model for Temporal-Aware Traffic Speed Imputation—0
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data ProcessingCode0
Cross-Frequency Implicit Neural Representation with Self-Evolving Parameters—0
Under-Sampled High-Dimensional Data Recovery via Symbiotic Multi-Prior Tensor Reconstruction—0
Knowledge Graph Completion with Mixed Geometry Tensor FactorizationCode0
Least-Squares Khatri-Rao Factorization of a Polynomial Matrix—0
Long-Term Electricity Demand Prediction Using Non-negative Tensor Factorization and Genetic Algorithm-Driven Temporal Modeling—0
F-INR: Functional Tensor Decomposition for Implicit Neural Representations—0
Global and Local Structure Learning for Sparse Tensor Completion—0
Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large ModelsCode0
Weighted Tensor Decompositions for Context-aware Collaborative Filtering—0
Spectral-Spatial Extraction through Layered Tensor Decomposition for Hyperspectral Anomaly Detection—0
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications—0
Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses—0
Towards Quantum Tensor Decomposition in Biomedical Applications—0
Fast Tensor Completion via Approximate Richardson Iteration—0
Functional Complexity-adaptive Temporal Tensor Decomposition—0
Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction—0
Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion TheoryCode0
A parametric non-negative coupled canonical polyadic decomposition algorithm for hyperspectral super-resolution—0
On Accelerating Edge AI: Optimizing Resource-Constrained Environments—0
Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models—0
Tensor-GaLore: Memory-Efficient Training via Gradient Tensor Decomposition—0
Efficient Relational Context Perception for Knowledge Graph Completion—0
DoTA: Weight-Decomposed Tensor Adaptation for Large Language Models—0
Cooperative ISAC-empowered Low-Altitude Economy—0
High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant SpacesCode0
Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition—0
Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series DataCode0
Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems—0
Enhanced channel estimation for double RIS-aided MIMO systems using coupled tensor decomposition—0
RIS-Assisted Sensing: A Nested Tensor Decomposition-Based Approach—0
Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms—0
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