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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

Partition and Code: learning how to compress graphs NIPS 2021
MarioNette: Self-Supervised Sprite Learning NIPS 2021
Online Graph Dictionary Learning ICML 2021
LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection AAAI 2021
A Dictionary Approach to Domain-Invariant Learning in Deep Networks NIPS 2020
Sketchformer: Transformer-Based Representation for Sketched Structure CVPR 2020
Online matrix factorization for Markovian data and applications to Network Dictionary Learning JMLR 2020
Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020
Weakly-Supervised Multi-view Multi-instance Multi-label Learning IJCAI 2020
Adversarial Robustness of Supervised Sparse Coding NIPS 2020
Unique Sharp Local Minimum in L1-minimization Complete Dictionary Learning JMLR 2020
Image denoising via K-SVD with primal-dual active set algorithm WACV 2020
Complete Dictionary Learning via $\ell_p$-norm Maximization UAI 2020
Exploiting Conic Affinity Measures to Design Speech Enhancement Systems Operating in Unseen Noise Conditions INTERSPEECH 2020
CASTER: Predicting Drug Interactions with Chemical Substructure Representation AAAI 2020
Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NIPS 2020
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NIPS 2020
Adversarial Dictionary Learning for Monaural Speech Enhancement INTERSPEECH 2020
Approximate Guarantees for Dictionary Learning COLT 2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NIPS 2019
Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning IJCAI 2019
Provably Accurate Double-Sparse Coding JMLR 2019
DDL: Deep Dictionary Learning for Predictive Phenotyping IJCAI 2019
Deep Non-Rigid Structure From Motion ICCV 2019