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sparse coding

234 papers

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Also known as

SCSPM SC SRC

Co-occurring keywords

dictionary learning (277) sparse representation (297) feature learning (1309) feature extraction (1578) unsupervised learning (3255) representation learning (6174) image classification (1943) matrix factorization (529) variational inference (2069) generative model (2889)

Papers

Multipath Sparse Coding Using Hierarchical Matching Pursuit CVPR 2013
Recognize Human Activities from Partially Observed Videos CVPR 2013
Illumination Estimation Based on Bilayer Sparse Coding CVPR 2013
From Local Similarity to Global Coding: An Application to Image Classification CVPR 2013
In Defense of Sparsity Based Face Recognition CVPR 2013
Sparse Output Coding for Large-Scale Visual Recognition CVPR 2013
Block and Group Regularized Sparse Modeling for Dictionary Learning CVPR 2013
Compressed Hashing CVPR 2013
Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild CVPR 2013
Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions CVPR 2013
Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization CVPR 2013
Extracting regions of interest from biological images with convolutional sparse block coding NIPS 2013
Tag Taxonomy Aware Dictionary Learning for Region Tagging CVPR 2013
Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso CVPR 2013
Transfer Sparse Coding for Robust Image Representation CVPR 2013
Histograms of Sparse Codes for Object Detection CVPR 2013
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces NIPS 2013
Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations ICML 2013
Spatial Locality-Aware Sparse Coding and Dictionary Learning ACML 2012
Hierarchical spike coding of sound NIPS 2012
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NIPS 2012
Training sparse natural image models with a fast Gibbs sampler of an extended state space NIPS 2012
Image Denoising and Inpainting with Deep Neural Networks NIPS 2012
Discriminatively Trained Sparse Code Gradients for Contour Detection NIPS 2012
Exact Recovery of Sparsely-Used Dictionaries COLT 2012