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

A Note on the Sample Complexity of the Er-SpUD Algorithm by Spielman, Wang and Wright for Exact Recovery of Sparsely Used Dictionaries JMLR 2016

Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016

Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016

Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness JMLR 2016

Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations CVPR 2016

Seven Ways to Improve Example-Based Single Image Super Resolution CVPR 2016

Optimal spectral transportation with application to music transcription NIPS 2016

Fast Dictionary Learning with a Smoothed Wasserstein Loss AISTATS 2016

A Deep Generative Deconvolutional Image Model AISTATS 2016

Multiscale Adaptive Representation of Signals: I. The Basic Framework JMLR 2016

Dictionary Learning for Massive Matrix Factorization ICML 2016

Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization INTERSPEECH 2016

Blind Speech Separation with GCC-NMF INTERSPEECH 2016

Parallel Dictionary Learning for Voice Conversion Using Discriminative Graph-Embedded Non-Negative Matrix Factorization INTERSPEECH 2016

Semi-Coupled Dictionary Based Automatic Bandwidth Extension Approach for Enhancing Children’s ASR INTERSPEECH 2016

A Class-Specific Speech Enhancement for Phoneme Recognition: A Dictionary Learning Approach INTERSPEECH 2016

Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection INTERSPEECH 2016

Sample-Specific SVM Learning for Person Re-Identification CVPR 2016

Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification CVPR 2016

Sparse Coding and Dictionary Learning With Linear Dynamical Systems CVPR 2016

Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016

Sparse Coding for Third-Order Super-Symmetric Tensor Descriptors With Application to Texture Recognition CVPR 2016

Sparse Coding for Classification via Discrimination Ensemble CVPR 2016

TenSR: Multi-Dimensional Tensor Sparse Representation CVPR 2016

Efficient Large-Scale Similarity Search Using Matrix Factorization CVPR 2016