sparse-coding topic

L1-regularized least squares with PyTorch

rfeinman

Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge

Alfo5123

[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.

VITA-Group

Regularized K-SVD Algorithm

pirofti

The project is an OpenCV based C++ implementation of the paper 'Abnormal Event Detection at 150FPS in Matlab'

kpandey008

Dictionary Learning for image processing

permfl

C and MATLAB implementation of CS recovery algorithm, i.e. Orthogonal Matching Pursuit, Approximate Message Passing, Iterative Hard Thresholding Algorithms

NeuroFan

work in Advanced Topics in Multimedia Analysis and Indexing

thtang

A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions

ml-uol

ListLBM is a sparse lattice Boltzmann solver for multiphase flow in porous media

sorush-khajepor