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Tensor Decomposition

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TitleStatusHype
Efficient Nonparametric Tensor Decomposition for Binary and Count DataCode0
TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training—0
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping—0
TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks—0
LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction—0
Fast gradient-free activation maximization for neurons in spiking neural networksCode0
ADMM-MM Algorithm for General Tensor Decomposition—0
T-Code: Simple Temporal Latent Code for Efficient Dynamic View Synthesis—0
Handling The Non-Smooth Challenge in Tensor SVD: A Multi-Objective Tensor Recovery Framework—0
Scalable CP Decomposition for Tensor Learning using GPU Tensor Cores—0
Tensor-based Space Debris Detection for Satellite Mega-constellations—0
Partial Tensorized Transformers for Natural Language Processing—0
Tensor Decomposition Based Attention Module for Spiking Neural NetworksCode0
V2X Sidelink Positioning in FR1: Scenarios, Algorithms, and Performance Evaluation—0
Electrical Grid Anomaly Detection via Tensor Decomposition—0
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor DecompositionCode0
Provable Tensor Completion with Graph Information—0
SWoTTeD: An Extension of Tensor Decomposition to Temporal PhenotypingCode0
Tensor Factorization for Leveraging Cross-Modal Knowledge in Data-Constrained Infrared Object Detection—0
Identification of Mixtures of Discrete Product Distributions in Near-Optimal Sample and Time Complexity—0
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size—0
Multi-Dictionary Tensor DecompositionCode0
Globally Convergent Accelerated Algorithms for Multilinear Sparse Logistic Regression with _0-constraints—0
Decomposition of linear tensor transformations—0
Personalized Tucker Decomposition: Modeling Commonality and Peculiarity on Tensor Data—0
Robust Visual Tracking by Motion Analyzing—0
An Accelerated Block Proximal Framework with Adaptive Momentum for Nonconvex and Nonsmooth OptimizationCode0
A Time-aware tensor decomposition for tracking evolving patterns—0
Quantization Aware Factorization for Deep Neural Network Compression—0
Structured Low-Rank Tensors for Generalized Linear Models—0
Multidimensional Data Analysis Based on Block Convolutional Tensor Decomposition—0
Efficiently Learning One-Hidden-Layer ReLU Networks via Schur Polynomials—0
Opinion mining using Double Channel CNN for Recommender System—0
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems—0
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression—0
Neural Free-Viewpoint Relighting for Glossy Indirect Illumination—0
Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition—0
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition—0
Symmetry & Critical Points for Symmetric Tensor Decomposition Problems—0
Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor DecompositionCode0
Tensor decomposition for minimization of E2E SLU model toward on-device processing—0
Faster Robust Tensor Power Method for Arbitrary Order—0
Type-to-Track: Retrieve Any Object via Prompt-based Tracking—0
Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation—0
ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks—0
How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?—0
Adaptively Topological Tensor Network for Multi-view Subspace Clustering—0
Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences—0
Tensor Decomposition for Model Reduction in Neural Networks: A Review—0
Unsourced Random Access With Tensor-Based and Coherent Modulations—0
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