| MARS: Masked Automatic Ranks Selection in Tensor Decompositions | Jun 18, 2020 | Tensor Decomposition | CodeCode Available | 0 |
| Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks | Oct 7, 2022 | Tensor DecompositionTensor Networks | CodeCode Available | 0 |
| Polynomial-time Sparse Measure Recovery: From Mean Field Theory to Algorithm Design | Apr 16, 2022 | Super-ResolutionTensor Decomposition | CodeCode Available | 0 |
| Hierarchical Methods of Moments | Oct 17, 2018 | Tensor Decomposition | CodeCode Available | 0 |
| Application Performance Modeling via Tensor Completion | Oct 18, 2022 | SchedulingTensor Decomposition | CodeCode Available | 0 |
| Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data | Dec 13, 2024 | DecoderStock Market Prediction | CodeCode Available | 0 |
| Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models | Mar 24, 2025 | parameter-efficient fine-tuningTensor Decomposition | CodeCode Available | 0 |
| Tensor Moments of Gaussian Mixture Models: Theory and Applications | Feb 14, 2022 | parameter estimationTensor Decomposition | CodeCode Available | 0 |
| Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition | Apr 15, 2024 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Tensor Decomposition with Relational Constraints for Predicting Multiple Types of MicroRNA-disease Associations | Nov 13, 2019 | Knowledge GraphsLink Prediction | CodeCode Available | 0 |
| Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding | Apr 14, 2024 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 0 |
| Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition | Jun 8, 2023 | Efficient Neural NetworkQuantization | CodeCode Available | 0 |
| Predicting Sparse Clients' Actions with CPOPT-Net in the Banking Environment | May 23, 2019 | Tensor DecompositionTime Series | CodeCode Available | 0 |
| Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference | Apr 7, 2022 | Dependency ParsingSemantic Dependency Parsing | CodeCode Available | 0 |
| Probabilistic Boolean Tensor Decomposition | Jul 1, 2018 | Model SelectionTensor Decomposition | CodeCode Available | 0 |
| Probabilistic Streaming Tensor Decomposition | Dec 31, 2018 | Bayesian InferenceTensor Decomposition | CodeCode Available | 0 |
| Moment Estimation for Nonparametric Mixture Models Through Implicit Tensor Decomposition | Oct 25, 2022 | Tensor Decomposition | CodeCode Available | 0 |
| More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees | Oct 14, 2021 | Tensor Decomposition | CodeCode Available | 0 |
| Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis | Apr 15, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multi-Dictionary Tensor Decomposition | Sep 18, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition | Oct 5, 2023 | Hyperspectral UnmixingTensor Decomposition | CodeCode Available | 0 |
| Probabilistic Streaming Tensor Decomposition with Side Information | Nov 27, 2019 | Tensor Decomposition | CodeCode Available | 0 |
| Probabilistic Tensor Decomposition of Neural Population Spiking Activity | Dec 1, 2021 | AnatomyTensor Decomposition | CodeCode Available | 0 |
| On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee | Mar 13, 2023 | Image ClassificationModel Compression | CodeCode Available | 0 |
| Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition | Apr 25, 2018 | Tensor Decomposition | CodeCode Available | 0 |
