| Individualized Multilayer Tensor Learning with An Application in Imaging Analysis | Mar 21, 2019 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 |
| TensorMap: Lidar-Based Topological Mapping and Localization via Tensor Decompositions | Feb 26, 2019 | Tensor Decomposition | —Unverified | 0 |
| Spatial Channel Covariance Estimation for Hybrid Architectures Based on Tensor Decompositions | Feb 17, 2019 | Compressive SensingTensor Decomposition | —Unverified | 0 |
| Binarized Knowledge Graph Embeddings | Feb 8, 2019 | Knowledge Graph CompletionKnowledge Graph Embeddings | CodeCode Available | 0 |
| Knowledge Graph Fact Prediction via Knowledge-Enriched Tensor Factorization | Feb 8, 2019 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Understanding Composition of Word Embeddings via Tensor Decomposition | Feb 2, 2019 | Tensor DecompositionWord Embeddings | CodeCode Available | 0 |
| A Generalized Language Model in Tensor Space | Jan 31, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection | Jan 31, 2019 | Question AnsweringRelationship Detection | CodeCode Available | 0 |
| Probabilistic Streaming Tensor Decomposition | Dec 31, 2018 | Bayesian InferenceTensor Decomposition | CodeCode Available | 0 |
| Sparse Nonnegative CANDECOMP/PARAFAC Decomposition in Block Coordinate Descent Framework: A Comparison Study | Dec 27, 2018 | Tensor Decomposition | —Unverified | 0 |
| Few Sample Knowledge Distillation for Efficient Network Compression | Dec 5, 2018 | Knowledge DistillationNetwork Pruning | CodeCode Available | 0 |
| Stochastic Nonparametric Event-Tensor Decomposition | Dec 1, 2018 | Tensor Decomposition | —Unverified | 0 |
| The core consistency of a compressed tensor | Nov 18, 2018 | Tensor Decomposition | —Unverified | 0 |
| Higher order tensor decomposition for proportional myoelectric control based on muscle synergies | Nov 17, 2018 | Tensor Decomposition | —Unverified | 0 |
| Robust low-rank multilinear tensor approximation for a joint estimation of the multilinear rank and the loading matrices | Nov 14, 2018 | Tensor Decomposition | —Unverified | 0 |
| Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality | Nov 13, 2018 | ClusteringTensor Decomposition | CodeCode Available | 0 |
| Spectral Methods from Tensor Networks | Nov 2, 2018 | Tensor DecompositionTensor Networks | —Unverified | 0 |
| Low-Rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling | Oct 31, 2018 | General ClassificationTensor Decomposition | —Unverified | 0 |
| Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons | Oct 28, 2018 | Tensor Decomposition | —Unverified | 0 |
| Tensor-Based Channel Estimation for Dual-Polarized Massive MIMO Systems | Oct 26, 2018 | Tensor Decomposition | —Unverified | 0 |
| Statistical mechanics of low-rank tensor decomposition | Oct 23, 2018 | Tensor Decomposition | CodeCode Available | 0 |
| QANet: Tensor Decomposition Approach for Query-based Anomaly Detection in Heterogeneous Information Networks | Oct 19, 2018 | Anomaly DetectionClustering | —Unverified | 0 |
| CNN inference acceleration using dictionary of centroids | Oct 19, 2018 | QuantizationTensor Decomposition | —Unverified | 0 |
| Hierarchical Methods of Moments | Oct 17, 2018 | Tensor Decomposition | CodeCode Available | 0 |
| Efficient Tensor Decomposition with Boolean Factors | Oct 10, 2018 | Tensor Decomposition | —Unverified | 0 |
| Parallel Separable 3D Convolution for Video and Volumetric Data Understanding | Sep 11, 2018 | Action RecognitionBrain Segmentation | —Unverified | 0 |
| Visualization of High-dimensional Scalar Functions Using Principal Parameterizations | Sep 11, 2018 | Dimensionality ReductionSensitivity | CodeCode Available | 0 |
| Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks | Sep 11, 2018 | Network EmbeddingTensor Decomposition | —Unverified | 0 |
| Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion | Sep 7, 2018 | Model SelectionTensor Decomposition | —Unverified | 0 |
| Learning Paths from Signature Tensors | Sep 5, 2018 | Tensor Decomposition | —Unverified | 0 |
| Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes | Aug 29, 2018 | Tensor Decomposition | —Unverified | 0 |
| Generalized Canonical Polyadic Tensor Decomposition | Aug 22, 2018 | Tensor Decomposition | —Unverified | 0 |
| Modelling hidden structure of signals in group data analysis with modified (Lr, 1) and block-term decompositions | Aug 7, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| OCTen: Online Compression-based Tensor Decomposition | Jul 3, 2018 | CPUTensor Decomposition | —Unverified | 0 |
| Probabilistic Boolean Tensor Decomposition | Jul 1, 2018 | Model SelectionTensor Decomposition | CodeCode Available | 0 |
| Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA | Jun 26, 2018 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 |
| Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach | Jun 13, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression | May 25, 2018 | Model Compressiontensor algebra | —Unverified | 0 |
| Guaranteed Simultaneous Asymmetric Tensor Decomposition via Orthogonalized Alternating Least Squares | May 25, 2018 | Tensor Decomposition | —Unverified | 0 |
| Embedding Syntax and Semantics of Prepositions via Tensor Decomposition | May 23, 2018 | Tensor Decomposition | —Unverified | 0 |
| Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition under Reshuffling | May 22, 2018 | Image SteganographyTensor Decomposition | —Unverified | 0 |
| Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion | May 22, 2018 | Tensor Decomposition | —Unverified | 0 |
| A Tensor-Based Sub-Mode Coordinate Algorithm for Stock Prediction | May 21, 2018 | PredictionStock Prediction | —Unverified | 0 |
| End-to-end Learning of a Convolutional Neural Network via Deep Tensor Decomposition | May 16, 2018 | Tensor Decomposition | —Unverified | 0 |
| Reciprocal Attention Fusion for Visual Question Answering | May 11, 2018 | ObjectQuestion Answering | —Unverified | 0 |
| TensOrMachine: Probabilistic Boolean Tensor Decomposition | May 11, 2018 | Model SelectionTensor Decomposition | CodeCode Available | 0 |
| Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization | Apr 26, 2018 | Privacy PreservingTensor Decomposition | —Unverified | 0 |
| Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition | Apr 25, 2018 | Tensor Decomposition | CodeCode Available | 0 |
| Semi-supervised Content-based Detection of Misinformation via Tensor Embeddings | Apr 24, 2018 | ArticlesMisinformation | —Unverified | 0 |
| E-commerce Anomaly Detection: A Bayesian Semi-Supervised Tensor Decomposition Approach using Natural Gradients | Apr 11, 2018 | Anomaly DetectionData Augmentation | —Unverified | 0 |