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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

A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data ICML 2015
Rectified Factor Networks NIPS 2015
Removing Rain From a Single Image via Discriminative Sparse Coding ICCV 2015
A Weighted Sparse Coding Framework for Saliency Detection CVPR 2015
Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain CVPR 2015
Riemannian Coding and Dictionary Learning: Kernels to the Rescue CVPR 2015
Scalable Object Detection by Filter Compression With Regularized Sparse Coding CVPR 2015
Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection CVPR 2015
From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding CVPR 2015
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning ICCV 2015
Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding ICCV 2015
Locally Linear Hashing for Extracting Non-Linear Manifolds CVPR 2014
Nearest Neighbors Using Compact Sparse Codes ICML 2014
Towards Multi-view and Partially-Occluded Face Alignment CVPR 2014
Fast and Robust Archetypal Analysis for Representation Learning CVPR 2014
Sparse Dictionary Learning for Edit Propagation of High-Resolution Images CVPR 2014
Product Sparse Coding CVPR 2014
Efficient Occlusive Components Analysis JMLR 2014
Latent Dictionary Learning for Sparse Representation based Classification CVPR 2014
The Student-t Mixture as a Natural Image Patch Prior with Application to Image Compression JMLR 2014
Pyramid-based Visual Tracking Using Sparsity Represented Mean Transform CVPR 2014
Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-rank Matrices CVPR 2014
l0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence CVPR 2014
Learning Inhomogeneous FRAME Models for Object Patterns CVPR 2014
Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors NIPS 2014