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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

Image denoising via K-SVD with primal-dual active set algorithm WACV 2020
A Probabilistic Derivation of LASSO and L12-Norm Feature Selections AAAI 2019
Blended Matching Pursuit NIPS 2019
Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes NIPS 2019
Learning Overcomplete, Low Coherence Dictionaries with Linear Inference JMLR 2019
Approximate Guarantees for Dictionary Learning COLT 2019
Variational Sparse Coding UAI 2019
Learning step sizes for unfolded sparse coding NIPS 2019
Orthogonality-Promoting Dictionary Learning via Bayesian Inference AAAI 2019
Provably Accurate Double-Sparse Coding JMLR 2019
On the Dynamics of Gradient Descent for Autoencoders AISTATS 2019
Interpretable Word Embedding Contextualization EMNLP 2018
Bilevel Distance Metric Learning for Robust Image Recognition NIPS 2018
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018
On Learning Sparsely Used Dictionaries from Incomplete Samples ICML 2018
Unsupervised Learning of Artistic Styles with Archetypal Style Analysis NIPS 2018
The Sparse Manifold Transform NIPS 2018
Structured Local Minima in Sparse Blind Deconvolution NIPS 2018
CRVI: Convex Relaxation for Variational Inference ICML 2018
Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition INTERSPEECH 2018
Local Identifiability of $\ell_1$-minimization Dictionary Learning: a Sufficient and Almost Necessary Condition JMLR 2018
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018
Multi-Cell Detection and Classification Using a Generative Convolutional Model CVPR 2018
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018
Coding Kendall's Shape Trajectories for 3D Action Recognition CVPR 2018