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| A Multi-resolution Low-rank Tensor Decomposition | May 27, 2024 | Tensor Decomposition | —Unverified | 0 |
| 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 |
| Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition | Apr 15, 2024 | Computational EfficiencyGPU | 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 |
| PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos | Apr 13, 2024 | SSIMTensor Decomposition | —Unverified | 0 |
| Task-Aware Low-Rank Adaptation of Segment Anything Model | Mar 16, 2024 | DecoderImage Segmentation | —Unverified | 0 |
| Tensor Star Tensor Decomposition and Its Applications to Higher-order Compression and Completion | Mar 15, 2024 | Tensor Decomposition | —Unverified | 0 |
| Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks | Mar 13, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Enabling Unstructured Sparse Acceleration on Structured Sparse Accelerators | Mar 12, 2024 | Tensor Decomposition | —Unverified | 0 |
| The AL_0CORE Tensor Decomposition for Sparse Count Data | Mar 10, 2024 | Tensor Decomposition | CodeCode Available | 0 |
| A PID-Controlled Non-Negative Tensor Factorization Model for Analyzing Missing Data in NILM | Mar 9, 2024 | energy managementImputation | —Unverified | 0 |
| Integrated Interpolation and Block-term Tensor Decomposition for Spectrum Map Construction | Feb 27, 2024 | Tensor Decomposition | —Unverified | 0 |
| CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition | Feb 26, 2024 | Graph MatchingHypergraph Matching | —Unverified | 0 |
| The structure is the message: preserving experimental context through tensor decomposition | Feb 26, 2024 | Tensor Decomposition | —Unverified | 0 |
| Quantum Circuit Optimization with AlphaTensor | Feb 22, 2024 | Deep Reinforcement LearningTensor Decomposition | —Unverified | 0 |
| LoTR: Low Tensor Rank Weight Adaptation | Feb 2, 2024 | parameter-efficient fine-tuningTensor Decomposition | —Unverified | 0 |
| TQCompressor: improving tensor decomposition methods in neural networks via permutations | Jan 29, 2024 | Knowledge DistillationModel Compression | CodeCode Available | 0 |
| Representation Learning on Event Stream via an Elastic Net-incorporated Tensor Network | Jan 16, 2024 | Representation LearningTensor Decomposition | —Unverified | 0 |