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Sparse Coding

107 directly classified papers

Papers per year

Papers

Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery NIPS 2017
Sparse convolutional coding for neuronal assembly detection NIPS 2017
Learning brain regions via large-scale online structured sparse dictionary learning NIPS 2016
Sparse Coding for Third-Order Super-Symmetric Tensor Descriptors With Application to Texture Recognition CVPR 2016
Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations CVPR 2016
Subspace Clustering With Priors via Sparse Quadratically Constrained Quadratic Programming CVPR 2016
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds CVPR 2016
Prior-Less Compressible Structure From Motion CVPR 2016
Sparse Coding and Dictionary Learning With Linear Dynamical Systems CVPR 2016
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016
Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing CVPR 2016
D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images CVPR 2016
Action Recognition in Video Using Sparse Coding and Relative Features CVPR 2016
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016
TenSR: Multi-Dimensional Tensor Sparse Representation CVPR 2016
Random Features for Sparse Signal Classification CVPR 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016
Sparse Coding for Classification via Discrimination Ensemble CVPR 2016
Just Noticeable Defocus Blur Detection and Estimation CVPR 2015
Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NIPS 2015
b-bit Marginal Regression NIPS 2015
Handling Motion Blur in Multi-Frame Super-Resolution CVPR 2015
A Weighted Sparse Coding Framework for Saliency Detection CVPR 2015
Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain CVPR 2015
Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction CVPR 2015