| Hyperspectral Super-resolution: A Coupled Nonnegative Block-term Tensor Decomposition Approach | Oct 22, 2019 | Super-ResolutionTensor Decomposition | —Unverified | 0 |
| Supervised tensor decomposition with features on multiple modes | Oct 21, 2019 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 |
| FALCON: Lightweight and Accurate Convolution | Sep 25, 2019 | Tensor Decomposition | —Unverified | 0 |
| Accelerating Training using Tensor Decomposition | Sep 10, 2019 | CPUGPU | CodeCode Available | 0 |
| Robust Tensor Recovery with Fiber Outliers for Traffic Events | Aug 27, 2019 | Event DetectionTensor Decomposition | —Unverified | 0 |
| EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks | Aug 27, 2019 | Dimensionality ReductionEEG | —Unverified | 0 |
| Correlation-based Initialization Algorithm for Tensor-based HSI Compression Methods | Aug 27, 2019 | Tensor Decomposition | —Unverified | 0 |
| Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks | Aug 13, 2019 | Model CompressionNeural Architecture Search | CodeCode Available | 0 |
| Tensor Decomposition for EEG Signal Retrieval | Jun 29, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Tensor Canonical Correlation Analysis with Convergence and Statistical Guarantees | Jun 12, 2019 | Tensor Decomposition | CodeCode Available | 0 |
| Stochastic Gradients for Large-Scale Tensor Decomposition | Jun 4, 2019 | Tensor Decomposition | —Unverified | 0 |
| Bayesian Tensorized Neural Networks with Automatic Rank Selection | May 24, 2019 | Model CompressionTensor Decomposition | CodeCode Available | 0 |
| A general method for regularizing tensor decomposition methods via pseudo-data | May 24, 2019 | Tensor DecompositionTransfer Learning | —Unverified | 0 |
| VecHGrad for Solving Accurately Complex Tensor Decomposition | May 24, 2019 | Tensor Decomposition | —Unverified | 0 |
| Tucker Decomposition Network: Expressive Power and Comparison | May 23, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Predicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment | May 23, 2019 | Tensor DecompositionTime Series | CodeCode Available | 0 |
| User-Device Authentication in Mobile Banking using APHEN for Paratuck2 Tensor Decomposition | May 23, 2019 | Tensor Decomposition | —Unverified | 0 |
| Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition | May 15, 2019 | Tensor Decomposition | —Unverified | 0 |
| Optimizing the Linear Fascicle Evaluation Algorithm for Multi-Core and Many-Core Systems | May 14, 2019 | CPUGPU | —Unverified | 0 |
| Large-Scale Spectrum Occupancy Learning via Tensor Decomposition and LSTM Networks | May 10, 2019 | Computational EfficiencyPrediction | —Unverified | 0 |
| Visually-aware Recommendation with Aesthetic Features | May 2, 2019 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Simple Heuristics Yield Provable Algorithms for Masked Low-Rank Approximation | Apr 22, 2019 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Matrix and tensor decompositions for training binary neural networks | Apr 16, 2019 | BinarizationClassification with Binary Neural Network | —Unverified | 0 |
| Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis | Apr 15, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Muscle Activity Analysis using Higher-Order Tensor Models: Application to Muscle Synergy Identification | Mar 23, 2019 | Electromyography (EMG)Tensor Decomposition | —Unverified | 0 |
