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Search results for sparse coding dictionary learning

dictionary-learning x

sparse-coding x

14 search results found

Sparse Optimisation Research Code

Alphacsc ⭐ 105

Convolution dictionary learning for time-series

Sparselandtools ⭐ 79

✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.

Classifiertoolbox ⭐ 75

A MATLAB toolbox for classifier: Version 1.0.7

Gproshan ⭐ 57

geometry processing and shape analysis framework

Pytorch Lasso ⭐ 39

L1-regularized least squares with PyTorch

Ksvd_reg ⭐ 20

Regularized K-SVD Algorithm

Dictlearn ⭐ 14

Dictionary Learning for image processing

Sparse Coding For Face Image Retrieval ⭐ 11

work in Advanced Topics in Multimedia Analysis and Indexing

Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.

Double Sparse Coding ⭐ 8

Matlab code for learning doubly sparse dictionary on synthetic data. Details can be found in the paper "A Provable Approach for Double-Sparse Coding".

Image Deblocking Ssrqc ⭐ 8

Image deblocking method using structural sparse representation and quantization constraint

Greedy Adaptive Dictionary ⭐ 7

Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.

Tree Structured Group Lasso ⭐ 5

Python Implementation of Proximal Methods for Hierarchical Sparse Coding

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