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Tensor Decomposition

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TitleStatusHype
A Generalized Hierarchical Nonnegative Tensor DecompositionCode0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
A Generalized Language Model in Tensor SpaceCode0
A Tensor Decomposition Perspective on Second-order RNNsCode0
MARS: Masked Automatic Ranks Selection in Tensor DecompositionsCode0
Learning Parameter Sharing with Tensor Decompositions and SparsityCode0
Multi-Dictionary Tensor DecompositionCode0
Conditional Hierarchical Bayesian Tucker Decomposition for Genetic Data AnalysisCode0
Learning Binary Latent Variable Models: A Tensor Eigenpair ApproachCode0
Legendre Decomposition for TensorsCode0
More Efficient Sampling for Tensor Decomposition With Worst-Case GuaranteesCode0
Online Tensor Methods for Learning Latent Variable ModelsCode0
Knowledge Graph Completion based on Tensor Decomposition for Disease Gene PredictionCode0
Introduction to Tensor Decompositions and their Applications in Machine LearningCode0
Knowledge Graph Completion with Mixed Geometry Tensor FactorizationCode0
Identifying and Alleviating Concept Drift in Streaming Tensor DecompositionCode0
Activation Map Compression through Tensor Decomposition for Deep LearningCode0
Hierarchical Methods of MomentsCode0
Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor FactorizationCode0
Generalising Recursive Neural Models by Tensor DecompositionCode0
Fourier PCA and Robust Tensor DecompositionCode0
High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant SpacesCode0
Fast gradient-free activation maximization for neurons in spiking neural networksCode0
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor DecompositionCode0
Fitting Low-Rank Tensors in Constant TimeCode0
Geometric All-Way Boolean Tensor DecompositionCode0
Canonical convolutional neural networksCode0
Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural NetworksCode0
Empirical Evaluation of Four Tensor Decomposition AlgorithmsCode0
Additive Tensor Decomposition Considering Structural Data InformationCode0
Exploring Unexplored Tensor Network Decompositions for Convolutional Neural NetworksCode0
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship DetectionCode0
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data StreamsCode0
Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis SystemsCode0
Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large ModelsCode0
Binarized Knowledge Graph EmbeddingsCode0
Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion TheoryCode0
Application Performance Modeling via Tensor CompletionCode0
Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series DataCode0
Predicting Sparse Clients' Actions with CPOPT-Net in the Banking EnvironmentCode0
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity PredictionCode0
Efficient Nonparametric Tensor Decomposition for Binary and Count DataCode0
Few Sample Knowledge Distillation for Efficient Network CompressionCode0
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function DecompositionCode0
Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep UnrollingCode0
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical OptimalityCode0
Learning from Non-Binary Constituency Trees via Tensor DecompositionCode0
CP-MDP: A CANDECOMP-PARAFAC Decomposition Approach to Solve a Markov Decision Process Multidimensional ProblemCode0
Deep convolutional neural network compression via coupled tensor decompositionCode0
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