| Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling | Jun 18, 2020 | Super-ResolutionTensor Decomposition | —Unverified | 0 |
| MARS: Masked Automatic Ranks Selection in Tensor Decompositions | Jun 18, 2020 | Tensor Decomposition | CodeCode Available | 0 |
| Generalising Recursive Neural Models by Tensor Decomposition | Jun 17, 2020 | Tensor Decomposition | CodeCode Available | 0 |
| Computing Large-Scale Matrix and Tensor Decomposition with Structured Factors: A Unified Nonconvex Optimization Perspective | Jun 15, 2020 | Stochastic OptimizationTensor Decomposition | —Unverified | 0 |
| Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting | Jun 10, 2020 | Tensor DecompositionTime Series | —Unverified | 0 |
| An Overview of Neural Network Compression | Jun 5, 2020 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Tensor decomposition to Compress Convolutional Layers in Deep Learning | May 28, 2020 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Tensor Decomposition for Multi-agent Predictive State Representation | May 27, 2020 | Tensor Decomposition | —Unverified | 0 |
| Deep Tensor CCA for Multi-view Learning | May 25, 2020 | MULTI-VIEW LEARNINGTensor Decomposition | CodeCode Available | 1 |
| Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting | May 17, 2020 | Direction of Arrival EstimationTensor Decomposition | —Unverified | 0 |
| Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model | May 10, 2020 | Tensor Decomposition | —Unverified | 0 |
| Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy | May 10, 2020 | ClusteringFace Reconstruction | —Unverified | 0 |
| Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition | May 9, 2020 | Model CompressionTensor Decomposition | —Unverified | 0 |
| Adaptive Low-Rank Factorization to regularize shallow and deep neural networks | May 5, 2020 | Tensor Decomposition | —Unverified | 0 |
| A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction | May 4, 2020 | MULTI-VIEW LEARNINGTensor Decomposition | —Unverified | 0 |
| Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile | Apr 23, 2020 | ClusteringPrediction | —Unverified | 0 |
| Network Anomaly Detection based on Tensor Decomposition | Apr 20, 2020 | Anomaly DetectionTensor Decomposition | —Unverified | 0 |
| Spectral Learning on Matrices and Tensors | Apr 16, 2020 | CPUDimensionality Reduction | —Unverified | 0 |
| NeCPD: An Online Tensor Decomposition with Optimal Stochastic Gradient Descent | Mar 18, 2020 | Structural Health MonitoringTensor Decomposition | —Unverified | 0 |
| Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics | Feb 28, 2020 | Tensor Decomposition | CodeCode Available | 1 |
| HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression | Feb 28, 2020 | Edge-computingTensor Decomposition | —Unverified | 0 |
| Applying Tensor Decomposition to image for Robustness against Adversarial Attack | Feb 28, 2020 | Adversarial AttackDeep Learning | —Unverified | 0 |
| TensorShield: Tensor-based Defense Against Adversarial Attacks on Images | Feb 18, 2020 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition | Feb 10, 2020 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Testing Unsatisfiability of Constraint Satisfaction Problems via Tensor Products | Jan 31, 2020 | Tensor Decomposition | —Unverified | 0 |
