| A Tensorized Transformer for Language Modeling | Jun 24, 2019 | DecoderLanguage Modeling | CodeCode Available | 1 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision | Jun 15, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES | Jul 4, 2020 | Tensor Decomposition | CodeCode Available | 1 |
| 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 |
| Multi-view Tensor Graph Neural Networks Through Reinforced Aggregation | Apr 1, 2023 | Graph Representation LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks | May 28, 2022 | Tensor Decomposition | CodeCode Available | 1 |
| Canonical Tensor Decomposition for Knowledge Base Completion | Jun 19, 2018 | Dynamic Link PredictionKnowledge Base Completion | CodeCode Available | 1 |
| Consistent Collaborative Filtering via Tensor Decomposition | Jan 28, 2022 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 |
| Convolutional neural networks with low-rank regularization | Nov 19, 2015 | Data AugmentationTensor Decomposition | CodeCode Available | 1 |
| DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains | Nov 26, 2022 | Domain AdaptationTensor Decomposition | CodeCode Available | 1 |
| 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 |
| 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 |
| Exploring Extreme Parameter Compression for Pre-trained Language Models | May 20, 2022 | Knowledge DistillationTensor Decomposition | CodeCode Available | 1 |
| Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases | Jul 8, 2020 | Link PredictionTensor Decomposition | CodeCode Available | 1 |
| ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network | Feb 20, 2021 | ClusteringStochastic Block Model | —Unverified | 0 |
| Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition | Dec 5, 2022 | Tensor DecompositionVideo Recognition | —Unverified | 0 |
| Adaptive Low-Rank Factorization to regularize shallow and deep neural networks | May 5, 2020 | Tensor Decomposition | —Unverified | 0 |
| A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization | Apr 4, 2022 | Tensor Decomposition | —Unverified | 0 |
| A general method for regularizing tensor decomposition methods via pseudo-data | May 24, 2019 | Tensor DecompositionTransfer Learning | —Unverified | 0 |
| Adaptive Granularity in Tensors: A Quest for Interpretable Structure | Dec 19, 2019 | Point ProcessesTensor Decomposition | —Unverified | 0 |
| sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation | Jun 10, 2025 | Computational EfficiencyImage Reconstruction | —Unverified | 0 |
| Efficient Estimation for Longitudinal Networks via Adaptive Merging | Nov 15, 2022 | Tensor Decomposition | —Unverified | 0 |
| A Time-aware tensor decomposition for tracking evolving patterns | Aug 14, 2023 | Tensor Decomposition | —Unverified | 0 |
| A Semantic Filter Based on Relations for Knowledge Graph Completion | Nov 1, 2021 | AttributeGraph Embedding | —Unverified | 0 |
| A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification | Nov 4, 2021 | Structural Health MonitoringTensor Decomposition | —Unverified | 0 |
