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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 Sparsely Used Overcomplete Dictionaries COLT 2014
New Algorithms for Learning Incoherent and Overcomplete Dictionaries COLT 2014
Quality-based Multimodal Classification using Tree-Structured Sparsity CVPR 2014
Online Robust Dictionary Learning CVPR 2013
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching NIPS 2013
Supervised Sparse Analysis and Synthesis Operators NIPS 2013
Keep It Simple And Sparse: Real-Time Action Recognition JMLR 2013
Group Sparsity and Geometry Constrained Dictionary Learning for Action Recognition from Depth Maps ICCV 2013
Compensating for Motion during Direct-Global Separation ICCV 2013
Shufflets: Shared Mid-level Parts for Fast Object Detection ICCV 2013
Robust Dictionary Learning by Error Source Decomposition ICCV 2013
Low-Rank Sparse Coding for Image Classification ICCV 2013
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding ICCV 2013
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration ICCV 2013
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution ICCV 2013
Multi-attributed Dictionary Learning for Sparse Coding ICCV 2013
Affine-Constrained Group Sparse Coding and Its Application to Image-Based Classifications ICCV 2013
On A Nonlinear Generalization of Sparse Coding and Dictionary Learning ICML 2013
Heterogeneous Visual Features Fusion via Sparse Multimodal Machine CVPR 2013
One-shot Learning Gesture Recognition from RGB-D Data Using Bag of Features JMLR 2013
Sparse coding for multitask and transfer learning ICML 2013
Online Feature Selection for Model-based Reinforcement Learning ICML 2013
Robust and Discriminative Self-Taught Learning ICML 2013
New Graph Structured Sparsity Model for Multi-label Image Annotations ICCV 2013
Elastic Net Constraints for Shape Matching ICCV 2013