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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

Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018
Multi-Cell Detection and Classification Using a Generative Convolutional Model CVPR 2018
Neural Sparse Topical Coding ACL 2018
Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization CVPR 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World IJCAI 2017
Group Sparse CNNs for Question Classification with Answer Sets ACL 2017
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding NIPS 2017
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image CVPR 2017
A Matrix Splitting Method for Composite Function Minimization CVPR 2017
SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation SEMEVAL 2017
Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017
Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions IJCAI 2017
Making Decision Trees Feasible in Ultrahigh Feature and Label Dimensions JMLR 2017
Alternating minimization for dictionary learning with random initialization NIPS 2017
HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos CVPR 2017
Sparse Embedded $k$-Means Clustering NIPS 2017
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes EACL 2017
Doubly Sparsifying Network IJCAI 2017
How Unlabeled Web Videos Help Complex Event Detection? IJCAI 2017
Learning Sparse Representations in Reinforcement Learning with Sparse Coding IJCAI 2017
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds CVPR 2016
A Class-Specific Speech Enhancement for Phoneme Recognition: A Dictionary Learning Approach INTERSPEECH 2016
Markov Latent Feature Models ICML 2016
Select-and-Sample for Spike-and-Slab Sparse Coding NIPS 2016