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Tensor Decomposition

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Showing 501–550 of 618 papers

TitleStatusHype
Sparse and Low-rank Tensor Estimation via Cubic Sketchings—0
Sparse Nonnegative CANDECOMP/PARAFAC Decomposition in Block Coordinate Descent Framework: A Comparison Study—0
Noisy Nonnegative Tucker Decomposition with Sparse Factors and Missing Data—0
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor FactorizationCode0
Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural NetworksCode0
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow PredictionCode0
A Generalized Language Model in Tensor SpaceCode0
Conditional Hierarchical Bayesian Tucker Decomposition for Genetic Data AnalysisCode0
Empirical Evaluation of Four Tensor Decomposition AlgorithmsCode0
Tensor Ring DecompositionCode0
Tensor Decomposition Based Attention Module for Spiking Neural NetworksCode0
Efficient Nonparametric Tensor Decomposition for Binary and Count DataCode0
Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis SystemsCode0
Sublinear Time Orthogonal Tensor DecompositionCode0
D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data StreamsCode0
Subquadratic Kronecker Regression with Applications to Tensor DecompositionCode0
Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural NetworksCode0
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor DecompositionCode0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
Learning Binary Latent Variable Models: A Tensor Eigenpair ApproachCode0
Nonparametric Factor Trajectory Learning for Dynamic Tensor DecompositionCode0
SWoTTeD: An Extension of Tensor Decomposition to Temporal PhenotypingCode0
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical OptimalityCode0
Learning from Non-Binary Constituency Trees via Tensor DecompositionCode0
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity PredictionCode0
Exploring Unexplored Tensor Network Decompositions for Convolutional Neural NetworksCode0
Deep convolutional neural network compression via coupled tensor decompositionCode0
Accelerating Training using Tensor DecompositionCode0
Tensor Decomposition for Compressing Recurrent Neural NetworkCode0
TQCompressor: improving tensor decomposition methods in neural networks via permutationsCode0
Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target DetectionCode0
Sparse Tensor PCA via Tensor Decomposition for Unsupervised Feature SelectionCode0
Visualization of High-dimensional Scalar Functions Using Principal ParameterizationsCode0
Learning Parameter Sharing with Tensor Decompositions and SparsityCode0
Bayesian Tensorized Neural Networks with Automatic Rank SelectionCode0
Fast gradient-free activation maximization for neurons in spiking neural networksCode0
TRAWL: Tensor Reduced and Approximated Weights for Large Language ModelsCode0
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentationCode0
Towards Compact CNNs via Collaborative CompressionCode0
Online Tensor Methods for Learning Latent Variable ModelsCode0
Sparseness-constrained Nonnegative Tensor Factorization for Detecting Topics at Different Time ScalesCode0
Legendre Decomposition for TensorsCode0
Bayesian Sparse Tucker Models for Dimension Reduction and Tensor CompletionCode0
Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep UnrollingCode0
Activation Map Compression through Tensor Decomposition for Deep LearningCode0
Revisit CP Tensor Decomposition: Statistical Optimality and Fast ConvergenceCode0
Fitting Low-Rank Tensors in Constant TimeCode0
CP-MDP: A CANDECOMP-PARAFAC Decomposition Approach to Solve a Markov Decision Process Multidimensional ProblemCode0
A Generalized Hierarchical Nonnegative Tensor DecompositionCode0
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