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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

Learning Structure and Strength of CNN Filters for Small Sample Size Training CVPR 2018
On Learning Sparsely Used Dictionaries from Incomplete Samples ICML 2018
Local Identifiability of $\ell_1$-minimization Dictionary Learning: a Sufficient and Almost Necessary Condition JMLR 2018
Fast and robust tensor decomposition with applications to dictionary learning COLT 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World IJCAI 2017
Model-Based Iterative Restoration for Binary Document Image Compression With Dictionary Learning CVPR 2017
Snapshot Hyperspectral Light Field Imaging CVPR 2017
How Unlabeled Web Videos Help Complex Event Detection? IJCAI 2017
Doubly Sparsifying Network IJCAI 2017
Dict2vec : Learning Word Embeddings using Lexical Dictionaries EMNLP 2017
Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification IJCAI 2017
Deep TEN: Texture Encoding Network CVPR 2017
Using Locally Corresponding CAD Models for Dense 3D Reconstructions From a Single Image CVPR 2017
Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification IJCAI 2017
Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution IJCAI 2017
Online Robust Low-Rank Tensor Learning IJCAI 2017
Regret Bounds for Lifelong Learning AISTATS 2017
LCNN: Lookup-Based Convolutional Neural Network CVPR 2017
Dictionary Learning Based on Sparse Distribution Tomography ICML 2017
Online Nonnegative Matrix Factorization with General Divergences AISTATS 2017
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis AISTATS 2017
Generalized Conditional Gradient for Sparse Estimation JMLR 2017
Alternating minimization for dictionary learning with random initialization NIPS 2017
Optimal Dictionary for Least Squares Representation JMLR 2017
A Deep Generative Deconvolutional Image Model AISTATS 2016