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Tensor Decomposition

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Showing 551–600 of 618 papers

TitleStatusHype
Fourier PCA and Robust Tensor DecompositionCode0
Temporal Link Prediction using Matrix and Tensor FactorizationsCode0
High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant SpacesCode0
Tucker decomposition-based Temporal Knowledge Graph CompletionCode0
Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache CompressionCode0
Tensor decomposition to Compress Convolutional Layers in Deep LearningCode0
Generalising Recursive Neural Models by Tensor DecompositionCode0
Understanding Composition of Word Embeddings via Tensor DecompositionCode0
Speeding-up Convolutional Neural Networks Using Fine-tuned CP-DecompositionCode0
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field ApproximationCode0
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge DistillationCode0
CoVeR: Learning Covariate-Specific Vector Representations with Tensor DecompositionsCode0
Geometric All-Way Boolean Tensor DecompositionCode0
Statistical mechanics of low-rank tensor decompositionCode0
A Tensor Decomposition Perspective on Second-order RNNsCode0
Tensor decomposition of higher-order correlations by nonlinear Hebbian plasticityCode0
STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor DecompositionCode0
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain PhysiologyCode0
A generalizable framework for low-rank tensor completion with numerical priorsCode0
The AL_0CORE Tensor Decomposition for Sparse Count DataCode0
Low-Rank Tensors for Multi-Dimensional Markov ModelsCode0
TensOrMachine: Probabilistic Boolean Tensor DecompositionCode0
Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion TheoryCode0
An Accelerated Block Proximal Framework with Adaptive Momentum for Nonconvex and Nonsmooth OptimizationCode0
When Are Nonconvex Problems Not Scary?Code0
MARS: Masked Automatic Ranks Selection in Tensor DecompositionsCode0
Sampling-Based Decomposition Algorithms for Arbitrary Tensor NetworksCode0
Polynomial-time Sparse Measure Recovery: From Mean Field Theory to Algorithm DesignCode0
Hierarchical Methods of MomentsCode0
Application Performance Modeling via Tensor CompletionCode0
Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series DataCode0
Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large ModelsCode0
Tensor Moments of Gaussian Mixture Models: Theory and ApplicationsCode0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
Tensor Decomposition with Relational Constraints for Predicting Multiple Types of MicroRNA-disease AssociationsCode0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor DecompositionCode0
Predicting Sparse Clients' Actions with CPOPT-Net in the Banking EnvironmentCode0
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field InferenceCode0
Probabilistic Boolean Tensor DecompositionCode0
Probabilistic Streaming Tensor DecompositionCode0
Moment Estimation for Nonparametric Mixture Models Through Implicit Tensor DecompositionCode0
More Efficient Sampling for Tensor Decomposition With Worst-Case GuaranteesCode0
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant AnalysisCode0
Multi-Dictionary Tensor DecompositionCode0
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor DecompositionCode0
Probabilistic Streaming Tensor Decomposition with Side InformationCode0
Probabilistic Tensor Decomposition of Neural Population Spiking ActivityCode0
On Model Compression for Neural Networks: Framework, Algorithm, and Convergence GuaranteeCode0
Identifying and Alleviating Concept Drift in Streaming Tensor DecompositionCode0
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