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| Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search | Oct 6, 2024 | Density EstimationOut of Distribution (OOD) Detection | —Unverified | 0 |
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| 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 |
| Tensor Decomposition Meets RKHS: Efficient Algorithms for Smooth and Misaligned Data | Aug 11, 2024 | Tensor Decomposition | —Unverified | 0 |
| An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design | Aug 2, 2024 | Model CompressionNeural Network Compression | —Unverified | 0 |
