sparse representation

In Defense of Sparse Tracking: Circulant Sparse Tracker CVPR 2016 Learning brain regions via large-scale online structured sparse dictionary learning NeurIPS 2016 Learning Parametric Sparse Models for Image Super-Resolution NeurIPS 2016 Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016 Maximal Sparsity with Deep Networks? NeurIPS 2016 Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness JMLR 2016 Random Features for Sparse Signal Classification CVPR 2016 Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing CVPR 2016 Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016 SemiContour: A Semi-Supervised Learning Approach for Contour Detection CVPR 2016 Semi-Coupled Dictionary Based Automatic Bandwidth Extension Approach for Enhancing Children’s ASR Interspeech 2016 Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking AISTATS 2016 Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection Interspeech 2016 TenSR: Multi-Dimensional Tensor Sparse Representation CVPR 2016 Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016 Conformal and Low-Rank Sparse Representation for Image Restoration ICCV 2015 Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation CVPR 2015 Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain CVPR 2015 Deeply Learned Face Representations Are Sparse, Selective, and Robust CVPR 2015 Deep Sparse Representation for Robust Image Registration CVPR 2015 Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015 High-Speed Hyperspectral Video Acquisition With a Dual-Camera Architecture CVPR 2015 Improving Ferns Ensembles by Sparsifying and Quantising Posterior Probabilities ICCV 2015 Just Noticeable Defocus Blur Detection and Estimation CVPR 2015 Lasso Screening Rules via Dual Polytope Projection JMLR 2015