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Tensor Decomposition

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Showing 101–125 of 618 papers

TitleStatusHype
ESPACE: Dimensionality Reduction of Activations for Model Compression—0
Tensor-Train Point Cloud Compression and Efficient Approximate Nearest-Neighbor Search—0
Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models—0
Broadcast Product: Shape-aligned Element-wise Multiplication and Beyond—0
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast—0
Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep UnrollingCode0
Unified Framework for Neural Network Compression via Decomposition and Optimal Rank Selection—0
Convolutional Neural Network Compression Based on Low-Rank Decomposition—0
Tensor Decomposition Meets RKHS: Efficient Algorithms for Smooth and Misaligned Data—0
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design—0
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition—0
Channel Estimation for Movable-Antenna MIMO Systems Via Tensor Decomposition—0
Accelerating the Low-Rank Decomposed Models—0
Sparse Tensor PCA via Tensor Decomposition for Unsupervised Feature SelectionCode0
Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target DetectionCode0
MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition—0
A deep graph model for the signed interaction prediction in biological network—0
Linear causal disentanglement via higher-order cumulants—0
Contrastive independent component analysisCode0
TRAWL: Tensor Reduced and Approximated Weights for Large Language ModelsCode0
Polar-Coded Tensor-Based Unsourced Random Access with Soft Decoding—0
Tender: Accelerating Large Language Models via Tensor Decomposition and Runtime Requantization—0
Oblivious subspace embeddings for compressed Tucker decompositions—0
Global Sensitivity Analysis of Uncertain Parameters in Bayesian Networks—0
A Tensor Decomposition Perspective on Second-order RNNsCode0
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