| Accelerating the Low-Rank Decomposed Models | Jul 24, 2024 | Data CompressionTensor Decomposition | —Unverified | 0 |
| Sparse Tensor PCA via Tensor Decomposition for Unsupervised Feature Selection | Jul 24, 2024 | feature selectionTensor Decomposition | CodeCode Available | 0 |
| Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target Detection | Jul 22, 2024 | AllTensor Decomposition | CodeCode Available | 0 |
| A deep graph model for the signed interaction prediction in biological network | Jul 10, 2024 | Drug DiscoveryTensor Decomposition | —Unverified | 0 |
| MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition | Jul 10, 2024 | 3DGSAll | —Unverified | 0 |
| Linear causal disentanglement via higher-order cumulants | Jul 5, 2024 | DisentanglementRepresentation Learning | —Unverified | 0 |
| Contrastive independent component analysis | Jul 2, 2024 | Tensor Decomposition | CodeCode Available | 0 |
| TRAWL: Tensor Reduced and Approximated Weights for Large Language Models | Jun 25, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Polar-Coded Tensor-Based Unsourced Random Access with Soft Decoding | Jun 24, 2024 | DecoderTensor Decomposition | —Unverified | 0 |
| Tender: Accelerating Large Language Models via Tensor Decomposition and Runtime Requantization | Jun 16, 2024 | QuantizationTensor Decomposition | —Unverified | 0 |
| Oblivious subspace embeddings for compressed Tucker decompositions | Jun 13, 2024 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 |
| Global Sensitivity Analysis of Uncertain Parameters in Bayesian Networks | Jun 9, 2024 | SensitivityTensor Decomposition | —Unverified | 0 |
| A Tensor Decomposition Perspective on Second-order RNNs | Jun 7, 2024 | Tensor Decomposition | CodeCode Available | 0 |
| Non-negative Tensor Mixture Learning for Discrete Density Estimation | May 28, 2024 | Density EstimationTensor Decomposition | —Unverified | 0 |
| Unified Low-rank Compression Framework for Click-through Rate Prediction | May 28, 2024 | Click-Through Rate PredictionLow-rank compression | CodeCode Available | 1 |
| A Multi-resolution Low-rank Tensor Decomposition | May 27, 2024 | Tensor Decomposition | —Unverified | 0 |
| FLoRA: Low-Rank Core Space for N-dimension | May 23, 2024 | parameter-efficient fine-tuningTensor Decomposition | CodeCode Available | 1 |
| Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression | May 21, 2024 | QuantizationTensor Decomposition | CodeCode Available | 0 |
| Gradient Flow Based Phase-Field Modeling Using Separable Neural Networks | May 9, 2024 | Tensor Decomposition | —Unverified | 0 |
| Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional neural networks | May 8, 2024 | Tensor DecompositionValue prediction | —Unverified | 0 |
| Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition | May 6, 2024 | Continual LearningTensor Decomposition | —Unverified | 0 |
| DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging | May 6, 2024 | parameter estimationTensor Decomposition | —Unverified | 0 |
| Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms | May 5, 2024 | Riemannian optimizationTensor Decomposition | —Unverified | 0 |
| FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning | Apr 18, 2024 | EEGERP | —Unverified | 0 |
| Interpolating neural network: A novel unification of machine learning and interpolation theory | Apr 16, 2024 | GPUPhysical Simulations | CodeCode Available | 1 |
