| 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 |
| TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training | Jan 15, 2024 | Tensor Decomposition | —Unverified | 0 |
| Efficient Nonparametric Tensor Decomposition for Binary and Count Data | Jan 15, 2024 | Tensor DecompositionVariational Inference | CodeCode Available | 0 |
| Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping | Jan 11, 2024 | DenoisingHyperspectral Image Denoising | —Unverified | 0 |
| TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks | Jan 6, 2024 | Backdoor AttackTensor Decomposition | —Unverified | 0 |
| LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction | Jan 1, 2024 | 3D Semantic Occupancy PredictionTensor Decomposition | —Unverified | 0 |
| Fast gradient-free activation maximization for neurons in spiking neural networks | Dec 28, 2023 | Tensor Decomposition | CodeCode Available | 0 |
| ADMM-MM Algorithm for General Tensor Decomposition | Dec 19, 2023 | Tensor Decomposition | —Unverified | 0 |
| T-Code: Simple Temporal Latent Code for Efficient Dynamic View Synthesis | Dec 18, 2023 | Monocular ReconstructionNovel View Synthesis | —Unverified | 0 |
| Handling The Non-Smooth Challenge in Tensor SVD: A Multi-Objective Tensor Recovery Framework | Nov 23, 2023 | Tensor Decomposition | —Unverified | 0 |