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Tensor Decomposition

Papers

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Showing 101–150 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
Sparse Tensor PCA via Tensor Decomposition for Unsupervised Feature SelectionCode0
Accelerating the Low-Rank Decomposed Models—0
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
Non-negative Tensor Mixture Learning for Discrete Density Estimation—0
A Multi-resolution Low-rank Tensor Decomposition—0
Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache CompressionCode0
Gradient Flow Based Phase-Field Modeling Using Separable Neural Networks—0
Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional neural networks—0
Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition—0
DeepMpMRI: Tensor-decomposition Regularized Learning for Fast and High-Fidelity Multi-Parametric Microstructural MR Imaging—0
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms—0
FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning—0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph EmbeddingCode0
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos—0
Task-Aware Low-Rank Adaptation of Segment Anything Model—0
Tensor Star Tensor Decomposition and Its Applications to Higher-order Compression and Completion—0
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks—0
Enabling Unstructured Sparse Acceleration on Structured Sparse Accelerators—0
The AL_0CORE Tensor Decomposition for Sparse Count DataCode0
A PID-Controlled Non-Negative Tensor Factorization Model for Analyzing Missing Data in NILM—0
Integrated Interpolation and Block-term Tensor Decomposition for Spectrum Map Construction—0
CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition—0
The structure is the message: preserving experimental context through tensor decomposition—0
Quantum Circuit Optimization with AlphaTensor—0
LoTR: Low Tensor Rank Weight Adaptation—0
TQCompressor: improving tensor decomposition methods in neural networks via permutationsCode0
Representation Learning on Event Stream via an Elastic Net-incorporated Tensor Network—0
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