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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

FFTLasso: Large-Scale LASSO in the Fourier Domain CVPR 2017
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding JMLR 2017
In Defense of Sparse Tracking: Circulant Sparse Tracker CVPR 2016
Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing CVPR 2016
3D Part-Based Sparse Tracker With Automatic Synchronization and Registration CVPR 2016
Semi-Coupled Dictionary Based Automatic Bandwidth Extension Approach for Enhancing Children’s ASR INTERSPEECH 2016
Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016
A Probabilistic Collaborative Representation Based Approach for Pattern Classification CVPR 2016
Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016
Graph Connectivity in Noisy Sparse Subspace Clustering AISTATS 2016
Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection INTERSPEECH 2016
Learning Parametric Sparse Models for Image Super-Resolution NIPS 2016
Maximal Sparsity with Deep Networks? NIPS 2016
A Novel Research to Artificial Bandwidth Extension Based on Deep BLSTM Recurrent Neural Networks and Exemplar-Based Sparse Representation INTERSPEECH 2016
Random Features for Sparse Signal Classification CVPR 2016
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016
Learning brain regions via large-scale online structured sparse dictionary learning NIPS 2016
Sparse Representation of Multivariate Extremes with Applications to Anomaly Ranking AISTATS 2016
Generating Gestural Scores from Acoustics Through a Sparse Anchor-Based Representation of Speech INTERSPEECH 2016
Hierarchical Classification of Speaker and Background Noise and Estimation of SNR Using Sparse Representation INTERSPEECH 2016
TenSR: Multi-Dimensional Tensor Sparse Representation CVPR 2016
SemiContour: A Semi-Supervised Learning Approach for Contour Detection CVPR 2016
Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness JMLR 2016
Just Noticeable Defocus Blur Detection and Estimation CVPR 2015