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Tensor Decomposition

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Showing 1–50 of 618 papers

TitleStatusHype
Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and RenderingCode2
Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decompositionCode1
Functional Tensor Decompositions for Physics-Informed Neural NetworksCode1
Unified Low-rank Compression Framework for Click-through Rate PredictionCode1
FLoRA: Low-Rank Core Space for N-dimensionCode1
Interpolating neural network: A novel unification of machine learning and interpolation theoryCode1
Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view ClusteringCode1
Strivec: Sparse Tri-Vector Radiance FieldsCode1
Multi-view Tensor Graph Neural Networks Through Reinforced AggregationCode1
Multiscale Tensor Decomposition and Rendering Equation Encoding for View SynthesisCode1
Quantized Radio Map Estimation Using Tensor and Deep Generative ModelsCode1
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive GrammarsCode1
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple DomainsCode1
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural NetworksCode1
Exploring Extreme Parameter Compression for Pre-trained Language ModelsCode1
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding ReasoningCode1
On-Device Next-Item Recommendation with Self-Supervised Knowledge DistillationCode1
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic RepresentationsCode1
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language ModelsCode1
Consistent Collaborative Filtering via Tensor DecompositionCode1
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsCode1
Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor FactorizationCode1
Large-Scale Learning with Fourier Features and Tensor DecompositionsCode1
ATD: Augmenting CP Tensor Decomposition by Self SupervisionCode1
Initialization and Regularization of Factorized Neural LayersCode1
TedNet: A Pytorch Toolkit for Tensor Decomposition NetworksCode1
Network of Tensor Time SeriesCode1
Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank DeterminationCode1
Generalizing Tensor Decomposition for N-ary Relational Knowledge BasesCode1
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRESCode1
Deep Tensor CCA for Multi-view LearningCode1
Revisiting Convolutional Neural Networks for Citywide Crowd Flow AnalyticsCode1
A Tensorized Transformer for Language ModelingCode1
Compressing Recurrent Neural Networks with Tensor Ring for Action RecognitionCode1
Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart MechanismsCode1
Canonical Tensor Decomposition for Knowledge Base CompletionCode1
Expressive power of recurrent neural networksCode1
Convolutional neural networks with low-rank regularizationCode1
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
sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation—0
Graph signal aware decomposition of dynamic networks via latent graphs—0
MetaTT: A Global Tensor-Train Adapter for Parameter-Efficient Fine-Tuning—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
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