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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 Overcomplete, Low Coherence Dictionaries with Linear Inference JMLR 2019
Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks IJCAI 2019
Permutation-Invariant Feature Restructuring for Correlation-Aware Image Set-Based Recognition ICCV 2019
End-To-End Supervised Product Quantization for Image Search and Retrieval CVPR 2019
Approximate Guarantees for Dictionary Learning COLT 2019
Provably Accurate Double-Sparse Coding JMLR 2019
Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019
Deep Non-Rigid Structure From Motion ICCV 2019
Subspace Selection via DR-Submodular Maximization on Lattices AAAI 2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NIPS 2019
A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018
A Wearable Device for Online and Long-Term ECG Monitoring IJCAI 2018
On Learning Sparsely Used Dictionaries from Incomplete Samples ICML 2018
The Generalization Error of Dictionary Learning with Moreau Envelopes ICML 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary ICML 2018
Learning Structured Dictionaries for Exemplar-based Voice Conversion INTERSPEECH 2018
Fast greedy algorithms for dictionary selection with generalized sparsity constraints NIPS 2018
Exploring the Relationship between Conic Affinity of NMF Dictionaries and Speech Enhancement Metrics INTERSPEECH 2018
Analysis of sparse representation based feature on speech mode classification INTERSPEECH 2018
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018
Learning Structure and Strength of CNN Filters for Small Sample Size Training CVPR 2018
Construction of Incoherent Dictionaries via Direct Babel Function Minimization ACML 2018
Coding Kendall's Shape Trajectories for 3D Action Recognition CVPR 2018
Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions NIPS 2018