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Tensor Decomposition

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TitleStatusHype
NeCPD: An Online Tensor Decomposition with Optimal Stochastic Gradient Descent—0
Applying Tensor Decomposition to image for Robustness against Adversarial Attack—0
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression—0
TensorShield: Tensor-based Defense Against Adversarial Attacks on Images—0
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition—0
Testing Unsatisfiability of Constraint Satisfaction Problems via Tensor Products—0
Synthetic aperture imaging and motion estimation using tensor methods—0
A Unified Framework for Coupled Tensor Completion—0
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition—0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure—0
Speech-driven facial animation using polynomial fusion of features—0
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow PredictionCode0
Exploring Unexplored Tensor Network Decompositions for Convolutional Neural NetworksCode0
Singleshot : a scalable Tucker tensor decomposition—0
Spectrum Cartography via Coupled Block-Term Tensor Decomposition—0
Probabilistic Streaming Tensor Decomposition with Side InformationCode0
Conditional Hierarchical Bayesian Tucker Decomposition for Genetic Data AnalysisCode0
When Does Non-Orthogonal Tensor Decomposition Have No Spurious Local Minima?—0
Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition—0
Unveil stock correlation via a new tensor-based decomposition method—0
Tensor Decomposition with Relational Constraints for Predicting Multiple Types of MicroRNA-disease AssociationsCode0
Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors—0
Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach—0
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition—0
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning—0
Hyperspectral Super-resolution: A Coupled Nonnegative Block-term Tensor Decomposition Approach—0
Supervised tensor decomposition with features on multiple modes—0
FALCON: Lightweight and Accurate Convolution—0
Accelerating Training using Tensor DecompositionCode0
Robust Tensor Recovery with Fiber Outliers for Traffic Events—0
EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks—0
Correlation-based Initialization Algorithm for Tensor-based HSI Compression Methods—0
Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural NetworksCode0
Tensor Decomposition for EEG Signal Retrieval—0
Tensor Canonical Correlation Analysis with Convergence and Statistical GuaranteesCode0
Stochastic Gradients for Large-Scale Tensor Decomposition—0
Bayesian Tensorized Neural Networks with Automatic Rank SelectionCode0
A general method for regularizing tensor decomposition methods via pseudo-data—0
VecHGrad for Solving Accurately Complex Tensor Decomposition—0
Tucker Decomposition Network: Expressive Power and Comparison—0
Predicting Sparse Clients' Actions with CPOPT-Net in the Banking EnvironmentCode0
User-Device Authentication in Mobile Banking using APHEN for Paratuck2 Tensor Decomposition—0
Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition—0
Optimizing the Linear Fascicle Evaluation Algorithm for Multi-Core and Many-Core Systems—0
Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks—0
Visually-aware Recommendation with Aesthetic Features—0
Simple Heuristics Yield Provable Algorithms for Masked Low-Rank Approximation—0
Matrix and tensor decompositions for training binary neural networks—0
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant AnalysisCode0
Muscle Activity Analysis using Higher-Order Tensor Models: Application to Muscle Synergy Identification—0
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