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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

Learning Parametric Sparse Models for Image Super-Resolution NIPS 2016
Sparse Coding for Classification via Discrimination Ensemble CVPR 2016
Sparse Coding and Dictionary Learning With Linear Dynamical Systems CVPR 2016
A Class-Specific Speech Enhancement for Phoneme Recognition: A Dictionary Learning Approach INTERSPEECH 2016
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds CVPR 2016
Select-and-Sample for Spike-and-Slab Sparse Coding NIPS 2016
Language Recognition via Sparse Coding INTERSPEECH 2016
Learning Document Representations Using Subspace Multinomial Model INTERSPEECH 2016
Learning brain regions via large-scale online structured sparse dictionary learning NIPS 2016
Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016
Action Recognition in Video Using Sparse Coding and Relative Features CVPR 2016
Relevant sparse codes with variational information bottleneck NIPS 2016
Learning Bound for Parameter Transfer Learning NIPS 2016
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016
D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images CVPR 2016
Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015
Variational Depth Superresolution Using Example-Based Edge Representations ICCV 2015
Learning Overcomplete Latent Variable Models through Tensor Methods COLT 2015
Deep Networks for Image Super-Resolution With Sparse Prior ICCV 2015
Adaptive Spatial-Spectral Dictionary Learning for Hyperspectral Image Denoising ICCV 2015
RGB-Guided Hyperspectral Image Upsampling ICCV 2015
Local Identification of Overcomplete Dictionaries JMLR 2015
Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015
Unsupervised Domain Adaptation for Zero-Shot Learning ICCV 2015
Linearization to Nonlinear Learning for Visual Tracking ICCV 2015