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sparse representation

297 papers

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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

Towards Multi-view and Partially-Occluded Face Alignment CVPR 2014
Immediate, Scalable Object Category Detection CVPR 2014
Spectral k-Support Norm Regularization NIPS 2014
Sparse Space-Time Deconvolution for Calcium Image Analysis NIPS 2014
Semi-supervised Spectral Clustering for Image Set Classification CVPR 2014
Fisher and VLAD with FLAIR CVPR 2014
Sparse Dictionary Learning for Edit Propagation of High-Resolution Images CVPR 2014
K-means recovers ICA filters when independent components are sparse ICML 2014
Stable and Efficient Representation Learning with Nonnegativity Constraints ICML 2014
Robust Separation of Reflection from Multiple Images CVPR 2014
Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit NIPS 2014
Learning View-Invariant Sparse Representations for Cross-View Action Recognition ICCV 2013
Wavelets on Graphs via Deep Learning NIPS 2013
Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations ICML 2013
Scalable Sparse Subspace Clustering CVPR 2013
Robust Subspace Clustering via Half-Quadratic Minimization ICCV 2013
Classification of Tumor Histology via Morphometric Context CVPR 2013
Learning Multi-level Sparse Representations NIPS 2013
Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces CVPR 2013
Generalized Domain-Adaptive Dictionaries CVPR 2013
Coupling Alignments with Recognition for Still-to-Video Face Recognition ICCV 2013
Non-convex P-Norm Projection for Robust Sparsity ICCV 2013
Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013
Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization ICCV 2013
Online Robust Dictionary Learning CVPR 2013