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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

Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit NIPS 2014
An Efficient Algorithm for Large Scale Compressive Feature Learning AISTATS 2014
Learning Scalable Discriminative Dictionary with Sample Relatedness CVPR 2014
Sparse coding for multitask and transfer learning ICML 2013
Max-Margin Multiple-Instance Dictionary Learning ICML 2013
Sparsity-Based Generalization Bounds for Predictive Sparse Coding ICML 2013
Anchored Neighborhood Regression for Fast Example-Based Super-Resolution ICCV 2013
Robust Object Tracking with Online Multi-lifespan Dictionary Learning ICCV 2013
Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition ICCV 2013
Log-Euclidean Kernels for Sparse Representation and Dictionary Learning ICCV 2013
Affine-Constrained Group Sparse Coding and Its Application to Image-Based Classifications ICCV 2013
Towards Motion Aware Light Field Video for Dynamic Scenes ICCV 2013
Extracting regions of interest from biological images with convolutional sparse block coding NIPS 2013
Learning a Dictionary of Shape Epitomes with Applications to Image Labeling ICCV 2013
Multi-attributed Dictionary Learning for Sparse Coding ICCV 2013
Learning View-Invariant Sparse Representations for Cross-View Action Recognition ICCV 2013
Sparse Variation Dictionary Learning for Face Recognition with a Single Training Sample per Person ICCV 2013
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution ICCV 2013
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration ICCV 2013
In Defense of Sparsity Based Face Recognition CVPR 2013
Learning Separable Filters CVPR 2013
Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations ICML 2013
Block and Group Regularized Sparse Modeling for Dictionary Learning CVPR 2013
Learning Structured Low-Rank Representations for Image Classification CVPR 2013
Histograms of Sparse Codes for Object Detection CVPR 2013