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sparse representation

297 papers

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Also known as

SSC SR SRC

Co-occurring keywords

dictionary learning (277) sparse coding (234) feature extraction (1578) feature learning (1309) unsupervised learning (3255) sparse optimization (246) dimensionality reduction (720) neural network (6616) representation learning (6174) convex optimization (1320)

Papers

Learning Separable Filters CVPR 2013
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration ICCV 2013
In Defense of Sparsity Based Face Recognition CVPR 2013
A Joint Intensity and Depth Co-sparse Analysis Model for Depth Map Super-resolution ICCV 2013
Robust Dictionary Learning by Error Source Decomposition ICCV 2013
Robust Object Tracking with Online Multi-lifespan Dictionary Learning ICCV 2013
Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-Based Classification CVPR 2013
Tracking via Robust Multi-task Multi-view Joint Sparse Representation ICCV 2013
A Max-Margin Perspective on Sparse Representation-Based Classification ICCV 2013
Learning Multiple Behaviors from Unlabeled Demonstrations in a Latent Controller Space ICML 2013
Separable Dictionary Learning CVPR 2013
Noisy Sparse Subspace Clustering ICML 2013
MILEAGE: Multiple Instance LEArning with Global Embedding ICML 2013
Sparsity-Based Generalization Bounds for Predictive Sparse Coding ICML 2013
Sparse Uncorrelated Linear Discriminant Analysis ICML 2013
Lasso Screening Rules via Dual Polytope Projection NIPS 2013
Online Robust Non-negative Dictionary Learning for Visual Tracking ICCV 2013
Histograms of Sparse Codes for Object Detection CVPR 2013
Unnatural L0 Sparse Representation for Natural Image Deblurring CVPR 2013
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction ICML 2013
Towards Motion Aware Light Field Video for Dynamic Scenes ICCV 2013
Provable Subspace Clustering: When LRR meets SSC NIPS 2013
Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning ACML 2013
Robust and Discriminative Self-Taught Learning ICML 2013
Initialization-Insensitive Visual Tracking through Voting with Salient Local Features ICCV 2013