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dictionary learning

277 papers

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Also known as

DICL DL

Co-occurring keywords

sparse coding (234) sparse representation (297) feature extraction (1578) feature learning (1309) image classification (1943) online learning (1770) representation learning (6174) unsupervised learning (3255) matrix factorization (529) compressive sensing (126)

Papers

What Sparse Light Field Coding Reveals About Scene Structure CVPR 2016
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity CVPR 2016
Learning brain regions via large-scale online structured sparse dictionary learning NIPS 2016
Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection CVPR 2016
Mining 3D Key-Pose-Motifs for Action Recognition CVPR 2016
Saliency Guided Dictionary Learning for Weakly-Supervised Image Parsing CVPR 2016
Prior-Less Compressible Structure From Motion CVPR 2016
Learning Structured Low-Rank Representation via Matrix Factorization AISTATS 2016
Hierarchical Classification of Speaker and Background Noise and Estimation of SNR Using Sparse Representation INTERSPEECH 2016
Scalable Object Detection by Filter Compression With Regularized Sparse Coding CVPR 2015
Riemannian Coding and Dictionary Learning: Kernels to the Rescue CVPR 2015
Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain CVPR 2015
A Weighted Sparse Coding Framework for Saliency Detection CVPR 2015
Modeling Deformable Gradient Compositions for Single-Image Super-Resolution CVPR 2015
Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015
Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015
Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015
High-Speed Hyperspectral Video Acquisition With a Dual-Camera Architecture CVPR 2015
Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning CVPR 2015
Linearization to Nonlinear Learning for Visual Tracking ICCV 2015
Bayesian Sparse Representation for Hyperspectral Image Super Resolution CVPR 2015
Personalized Age Progression With Aging Dictionary ICCV 2015
Adaptive Spatial-Spectral Dictionary Learning for Hyperspectral Image Denoising ICCV 2015
Conformal and Low-Rank Sparse Representation for Image Restoration ICCV 2015
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning ICCV 2015