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compressed sensing

Papers

Showing 851900 of 992 papers

TitleStatusHype
Compressed Dynamic Mode Decomposition for Background Modeling0
Sparse Dynamic 3D Reconstruction From Unsynchronized Videos0
Universality laws for randomized dimension reduction, with applications0
Sparse Recovery via Partial Regularization: Models, Theory and Algorithms0
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse ProblemsCode1
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications0
Bayesian hypothesis testing for one bit compressed sensing with sensing matrix perturbation0
Statistical physics of inference: Thresholds and algorithmsCode0
Sparse approximation by greedy algorithms0
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing0
A Unified Theory of Confidence Regions and Testing for High Dimensional Estimating Equations0
Bregman Iteration for Correspondence Problems: A Study of Optical Flow0
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation0
Precise Phase Transition of Total Variation Minimization0
Sequential Information Guided Sensing0
Dictionary Learning for Blind One Bit Compressed Sensing0
Light Efficient Flutter Shutter0
Distributed Compressive Sensing: A Deep Learning Approach0
Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization0
Dictionary and Image Recovery from Incomplete and Random Measurements0
Making sense of randomness: an approach for fast recovery of compressively sensed signals0
Unknown sparsity in compressed sensing: Denoising and inference0
Determination of Nonlinear Genetic Architecture using Compressed Sensing0
Recursive Sparse Point Process Regression with Application to Spectrotemporal Receptive Field Plasticity Analysis0
Projected Wirtinger Gradient Descent for Low-Rank Hankel Matrix Completion in Spectral Compressed Sensing0
Robust Estimation of Self-Exciting Generalized Linear Models with Application to Neuronal ModelingCode0
Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization0
Enhanced Lasso Recovery on Graph0
Sparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data0
Optimal linear estimation under unknown nonlinear transform0
Blind Compressive Sensing Framework for Collaborative Filtering0
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?0
Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging0
Nearly Optimal Deterministic Algorithm for Sparse Walsh-Hadamard Transform0
Regularization-free estimation in trace regression with symmetric positive semidefinite matrices0
Poisson Matrix Recovery and Completion0
Compressed sensing MRI using masked DCT and DFT measurements0
Real-time Dynamic MRI Reconstruction using Stacked Denoising Autoencoder0
L_1-regularized Boltzmann machine learning using majorizer minimization0
Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction0
One Scan 1-Bit Compressed Sensing0
Approximate Message Passing with Restricted Boltzmann Machine Priors0
Projected Nesterov's Proximal-Gradient Algorithm for Sparse Signal Reconstruction with a Convex Constraint0
Comparison of Algorithms for Compressed Sensing of Magnetic Resonance Images0
Generalized Inpainting Method for Hyperspectral Image Acquisition0
Ring artifacts correction in compressed sensing tomographic reconstruction0
Parallel Magnetic Resonance Imaging0
Efficient Blind Compressed Sensing Using Sparsifying Transforms with Convergence Guarantees and Application to MRI0
Quantile universal threshold: model selection at the detection edge for high-dimensional linear regression0
Predicting Useful Neighborhoods for Lazy Local Learning0
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