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Sparse Coding
107 directly classified papers
Papers per year
2006: 3
2008: 5
2009: 3
2010: 2
2011: 9
2012: 4
2013: 20
2014: 9
2015: 9
2016: 16
2017: 3
2018: 10
2019: 4
2021: 5
2022: 1
2023: 3
2024: 1
Papers
Learning Coupled Dictionaries from Unpaired Data for Image Super-Resolution
CVPR 2024
Personalized Dictionary Learning for Heterogeneous Datasets
NIPS 2023
Optimal Sparse Recovery with Decision Stumps
AAAI 2023
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
NIPS 2023
Towards an Effective Orthogonal Dictionary Convolution Strategy
AAAI 2022
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem
NIPS 2021
Deep Convolutional Dictionary Learning for Image Denoising
CVPR 2021
Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding
EMNLP 2021
Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases
AAAI 2021
Support Recovery of Sparse Signals from a Mixture of Linear Measurements
NIPS 2021
Rethinking the CSC Model for Natural Images
NIPS 2019
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution
NIPS 2019
Orthogonality-Promoting Dictionary Learning via Bayesian Inference
AAAI 2019
Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes
NIPS 2019
Fast greedy algorithms for dictionary selection with generalized sparsity constraints
NIPS 2018
Dynamic Feature Learning for Partial Face Recognition
CVPR 2018
Theoretical Linear Convergence of Unfolded ISTA and Its Practical Weights and Thresholds
NIPS 2018
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds
NIPS 2018
Coding Kendall's Shape Trajectories for 3D Action Recognition
CVPR 2018
The Sparse Manifold Transform
NIPS 2018
Interpretable Word Embedding Contextualization
EMNLP 2018
Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere
NIPS 2018
Structured Local Minima in Sparse Blind Deconvolution
NIPS 2018
Video Rain Streak Removal by Multiscale Convolutional Sparse Coding
CVPR 2018
Sparse convolutional coding for neuronal assembly detection
NIPS 2017
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