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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

Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries ICCV 2015
Geometric Conditions for Subspace-Sparse Recovery ICML 2015
Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation CVPR 2015
Reflectance Hashing for Material Recognition CVPR 2015
Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015
Local Identification of Overcomplete Dictionaries JMLR 2015
Removing Rain From a Single Image via Discriminative Sparse Coding ICCV 2015
Sparse Dynamic 3D Reconstruction From Unsynchronized Videos ICCV 2015
Unsupervised Learning of Dictionaries of Hierarchical Compositional Models CVPR 2014
Pan-sharpening with a Bayesian nonparametric dictionary learning model AISTATS 2014
Recovery of Coherent Data via Low-Rank Dictionary Pursuit NIPS 2014
Submodular Attribute Selection for Action Recognition in Video NIPS 2014
Finding a sparse vector in a subspace: Linear sparsity using alternating directions NIPS 2014
Nearest Neighbors Using Compact Sparse Codes ICML 2014
An Inequality with Applications to Structured Sparsity and Multitask Dictionary Learning COLT 2014
Single Image Super-resolution using Deformable Patches CVPR 2014
Learning Sparsely Used Overcomplete Dictionaries COLT 2014
Towards Multi-view and Partially-Occluded Face Alignment CVPR 2014
l0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence CVPR 2014
New Algorithms for Learning Incoherent and Overcomplete Dictionaries COLT 2014
Quasi Real-Time Summarization for Consumer Videos CVPR 2014
Latent Dictionary Learning for Sparse Representation based Classification CVPR 2014
On the relations of LFPs & Neural Spike Trains NIPS 2014
Projective dictionary pair learning for pattern classification NIPS 2014
Improving Semantic Concept Detection through the Dictionary of Visually-distinct Elements CVPR 2014