| Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics | Feb 28, 2020 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Interpolating neural network: A novel unification of machine learning and interpolation theory | Apr 16, 2024 | GPUPhysical Simulations | CodeCode Available | 1 | 5 |
| Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank Determination | Oct 17, 2020 | Model CompressionTensor Decomposition | CodeCode Available | 1 | 5 |
| Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decomposition | Oct 3, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Exploring Extreme Parameter Compression for Pre-trained Language Models | May 20, 2022 | Knowledge DistillationTensor Decomposition | CodeCode Available | 1 | 5 |
| Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms | Oct 13, 2018 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| Canonical Tensor Decomposition for Knowledge Base Completion | Jun 19, 2018 | Dynamic Link PredictionKnowledge Base Completion | CodeCode Available | 1 | 5 |
| A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks | May 28, 2022 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision | Jun 15, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 | 5 |
| Initialization and Regularization of Factorized Neural Layers | May 3, 2021 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| Joint Projection Learning and Tensor Decomposition Based Incomplete Multi-view Clustering | Oct 6, 2023 | ClusteringIncomplete multi-view clustering | CodeCode Available | 1 | 5 |
| Large-Scale Learning with Fourier Features and Tensor Decompositions | Sep 3, 2021 | Tensor Decomposition | CodeCode Available | 1 | 5 |
| MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction | Sep 30, 2022 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization | Nov 28, 2021 | Dimensionality ReductionFeature Engineering | CodeCode Available | 1 | 5 |
| Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition | Mar 6, 2015 | Tensor Decomposition | CodeCode Available | 0 | 5 |
| Accelerating Training using Tensor Decomposition | Sep 10, 2019 | CPUGPU | CodeCode Available | 0 | 5 |
| Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks | Dec 1, 2019 | Model CompressionNeural Architecture Search | CodeCode Available | 0 | 5 |
| A Generalized Language Model in Tensor Space | Jan 31, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| A Generalized Hierarchical Nonnegative Tensor Decomposition | Sep 30, 2021 | Tensor Decomposition | CodeCode Available | 0 | 5 |
| Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks | Aug 13, 2019 | Model CompressionNeural Architecture Search | CodeCode Available | 0 | 5 |
| Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems | Jul 30, 2021 | Dimensionality ReductionTensor Decomposition | CodeCode Available | 0 | 5 |
| Efficient Nonparametric Tensor Decomposition for Binary and Count Data | Jan 15, 2024 | Tensor DecompositionVariational Inference | CodeCode Available | 0 | 5 |
| D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams | May 1, 2025 | Tensor Decomposition | CodeCode Available | 0 | 5 |
| Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling | Sep 17, 2024 | Anomaly DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition | Dec 11, 2022 | Contrastive LearningGeneral Knowledge | CodeCode Available | 0 | 5 |
