| QIANets: Quantum-Integrated Adaptive Networks for Reduced Latency and Improved Inference Times in CNN Models | Oct 14, 2024 | Model CompressionTensor Decomposition | CodeCode Available | 0 |
| ESPACE: Dimensionality Reduction of Activations for Model Compression | Oct 7, 2024 | Dimensionality Reductionmodel | —Unverified | 0 |
| Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search | Oct 6, 2024 | Density EstimationOut of Distribution (OOD) Detection | —Unverified | 0 |
| 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 |
| Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models | Oct 3, 2024 | AllLanguage Modeling | —Unverified | 0 |
| Broadcast Product: Shape-aligned Element-wise Multiplication and Beyond | Sep 26, 2024 | Dimensionality ReductionTensor Decomposition | —Unverified | 0 |
| Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast | Sep 23, 2024 | Data AugmentationImputation | —Unverified | 0 |
| Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling | Sep 17, 2024 | Anomaly DetectionDomain Adaptation | CodeCode Available | 0 |
| Unified Framework for Neural Network Compression via Decomposition and Optimal Rank Selection | Sep 5, 2024 | Neural Network CompressionTensor Decomposition | —Unverified | 0 |
| Convolutional Neural Network Compression Based on Low-Rank Decomposition | Aug 29, 2024 | Model CompressionNeural Network Compression | —Unverified | 0 |
