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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
Initialization and Regularization of Factorized Neural LayersCode1
Compressing Recurrent Neural Networks with Tensor Ring for Action RecognitionCode1
Quantized Radio Map Estimation Using Tensor and Deep Generative ModelsCode1
Strivec: Sparse Tri-Vector Radiance FieldsCode1
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsCode1
Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor FactorizationCode1
FLoRA: Low-Rank Core Space for N-dimensionCode1
Multiscale Tensor Decomposition and Rendering Equation Encoding for View SynthesisCode1
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding ReasoningCode1
Unified Low-rank Compression Framework for Click-through Rate PredictionCode1
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive GrammarsCode1
On-Device Next-Item Recommendation with Self-Supervised Knowledge DistillationCode1
Large-Scale Learning with Fourier Features and Tensor DecompositionsCode1
Functional Tensor Decompositions for Physics-Informed Neural NetworksCode1
Deep Tensor CCA for Multi-view LearningCode1
Interpolating neural network: A novel unification of machine learning and interpolation theoryCode1
Expressive power of recurrent neural networksCode1
Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view ClusteringCode1
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
Network of Tensor Time SeriesCode1
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language ModelsCode1
TedNet: A Pytorch Toolkit for Tensor Decomposition NetworksCode1
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic RepresentationsCode1
Revisiting Convolutional Neural Networks for Citywide Crowd Flow AnalyticsCode1
A Tensorized Transformer for Language ModelingCode1
ATD: Augmenting CP Tensor Decomposition by Self SupervisionCode1
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRESCode1
Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart MechanismsCode1
Multi-view Tensor Graph Neural Networks Through Reinforced AggregationCode1
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural NetworksCode1
Canonical Tensor Decomposition for Knowledge Base CompletionCode1
Consistent Collaborative Filtering via Tensor DecompositionCode1
Convolutional neural networks with low-rank regularizationCode1
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple DomainsCode1
Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank DeterminationCode1
Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decompositionCode1
Exploring Extreme Parameter Compression for Pre-trained Language ModelsCode1
Generalizing Tensor Decomposition for N-ary Relational Knowledge BasesCode1
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network—0
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition—0
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks—0
A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization—0
A general method for regularizing tensor decomposition methods via pseudo-data—0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure—0
sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation—0
Efficient Estimation for Longitudinal Networks via Adaptive Merging—0
A Time-aware tensor decomposition for tracking evolving patterns—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification—0
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