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Tensor Decomposition

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TitleStatusHype
Tensor Learning-based Precoder Codebooks for FD-MIMO Systems—0
ATD: Augmenting CP Tensor Decomposition by Self SupervisionCode1
Understanding Deflation Process in Over-parametrized Tensor Decomposition—0
Algorithms from Invariants: Smoothed Analysis of Orbit Recovery over SO(3)—0
Tensor decomposition for learning Gaussian mixtures from moments—0
Towards Compact CNNs via Collaborative CompressionCode0
Dermoscopic Image Classification with Neural Style Transfer—0
Tensor-Train Recurrent Neural Networks for Interpretable Multi-Way Financial Forecasting—0
Reconstruction Algorithms for Low-Rank Tensors and Depth-3 Multilinear Circuits—0
Initialization and Regularization of Factorized Neural LayersCode1
Learning Good State and Action Representations via Tensor Decomposition—0
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses—0
Searching to Sparsify Tensor Decomposition for N-ary Relational Data—0
Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentationCode0
Two-Dimensional DOA Estimation for L-shaped Nested Array via Tensor Modeling—0
Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure—0
TedNet: A Pytorch Toolkit for Tensor Decomposition NetworksCode1
Recovery of Joint Probability Distribution from one-way marginals: Low rank Tensors and Random Projections—0
Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction—0
Symmetry Breaking in Symmetric Tensor Decomposition—0
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field ApproximationCode0
CP-MDP: A CANDECOMP-PARAFAC Decomposition Approach to Solve a Markov Decision Process Multidimensional ProblemCode0
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation—0
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network—0
Identifying Misinformation from Website Screenshots—0
Network of Tensor Time SeriesCode1
Symmetric Sparse Boolean Matrix Factorization and Applications—0
Towards Overfitting Avoidance: Tuning-free Tensor-aided Multi-user Channel Estimation for 3D Massive MIMO Communications—0
Riemannian Manifold Optimization for Discriminant Subspace Learning—0
HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction—0
Disentangling Observed Causal Effects from Latent Confounders using Method of Moments—0
Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way—0
Topology-aware Tensor Decomposition for Meta-graph Learning—0
Quaternion higher-order singular value decomposition and its applications in color image processing—0
Rethinking Compressed Convolution Neural Network from a Statistical Perspective—0
Alternating linear scheme in a Bayesian framework for low-rank tensor approximation—0
Time-Aware Tensor Decomposition for Missing Entry Prediction—0
Block majorization-minimization with diminishing radius for constrained nonsmooth nonconvex optimizationCode0
Several Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors—0
Robustly Learning Mixtures of k Arbitrary Gaussians—0
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections—0
Exact nuclear norm, completion and decomposition for random overcomplete tensors via degree-4 SOS—0
Deep convolutional neural network compression via coupled tensor decompositionCode0
Tucker decomposition-based Temporal Knowledge Graph CompletionCode0
RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns in Multi-modal Data—0
Learning from Non-Binary Constituency Trees via Tensor DecompositionCode0
Information-theoretic Feature Selection via Tensor Decomposition and Submodularity—0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography—0
Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data—0
Beyond Lazy Training for Over-parameterized Tensor Decomposition—0
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