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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

Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation CVPR 2015
Pan-Sharpening With a Hyper-Laplacian Penalty ICCV 2015
Lasso Screening Rules via Dual Polytope Projection JMLR 2015
Partial Person Re-Identification ICCV 2015
Conformal and Low-Rank Sparse Representation for Image Restoration ICCV 2015
Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain CVPR 2015
High-Speed Hyperspectral Video Acquisition With a Dual-Camera Architecture CVPR 2015
Deeply Learned Face Representations Are Sparse, Selective, and Robust CVPR 2015
Deep Sparse Representation for Robust Image Registration CVPR 2015
Video Matting via Sparse and Low-Rank Representation ICCV 2015
Winner-Take-All Autoencoders NIPS 2015
Multi-Task Learning for Subspace Segmentation ICML 2015
Structured Sparse Subspace Clustering: A Unified Optimization Framework CVPR 2015
Improving Ferns Ensembles by Sparsifying and Quantising Posterior Probabilities ICCV 2015
Structural Sparse Tracking CVPR 2015
Sparse Representation Classification With Manifold Constraints Transfer CVPR 2015
Learning Multiple Visual Tasks While Discovering Their Structure CVPR 2015
Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015
Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries ICCV 2015
Notice of Violation of IEEE Publication Principles: Dual Domain Filters Based Texture and Structure Preserving Image Non-Blind Deconvolution CVPR 2015
Projective dictionary pair learning for pattern classification NIPS 2014
Pan-sharpening with a Bayesian nonparametric dictionary learning model AISTATS 2014
Subspace Clustering for Sequential Data CVPR 2014
Semi-Supervised Coupled Dictionary Learning for Person Re-identification CVPR 2014
Latent Dictionary Learning for Sparse Representation based Classification CVPR 2014