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Tensor Decomposition

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TitleStatusHype
Streaming data recovery via Bayesian tensor train decomposition—0
Knowledge Graph Completion based on Tensor Decomposition for Disease Gene PredictionCode0
A generalizable framework for low-rank tensor completion with numerical priorsCode0
Fast Learnings of Coupled Nonnegative Tensor Decomposition Using Optimal Gradient and Low-rank Approximation—0
Quantum-inspired tensor network for Earth science—0
Tensor Denoising via Amplification and Stable Rank Methods—0
Tensor4D: Efficient Neural 4D Decomposition for High-Fidelity Dynamic Reconstruction and Rendering—0
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive GrammarsCode1
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition—0
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
Decomposable Sparse Tensor on Tensor Regression—0
Reconstructing Training Data from Model Gradient, Provably—0
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition—0
Vandermonde Constrained Tensor Decomposition for Hybrid Beamforming in Multi-Carrier MIMO Systems—0
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression—0
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration—0
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple DomainsCode1
Coupled CP tensor decomposition with shared and distinct components for multi-task fMRI data fusion—0
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain PhysiologyCode0
Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and RenderingCode2
The Perfect Match: RIS-enabled MIMO Channel Estimation Using Tensor Decomposition—0
Efficient Estimation for Longitudinal Networks via Adaptive Merging—0
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials—0
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models—0
STN: a new tensor network method to identify stimulus category from brain activity pattern—0
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