11 results found Sort:

bwohlberg
sporco bwohlberg
37
253
bsd-3-clause
16
Sparse Optimisation Research Code
admm cuda fista python sparsity robust-pca optimization sparse-coding total-variation dictionary-learning plug-and-play-priors sparse-representations optimization-algorithms convolutional-sparse-coding total-variation-minimization convolutional-dictionary-learning
Created 2016-04-21
1,116 commits to master branch, last one 2 months ago
alphacsc
alphacsc alphacsc
37
117
bsd-3-clause
11
Convolution dictionary learning for time-series
meg nips-2017 neurips-2018 sparse-coding dictionary-learning convolutional-sparse-coding
Created 2017-05-31
580 commits to master branch, last one about a year ago
JeffFessler
MIRT.jl JeffFessler
28
102
mit
6
MIRT: Michigan Image Reconstruction Toolbox (Julia version)
mri mirt julia lasso nufft k-space sinogram tomography sparse-coding inverse-problems image-reconstruction optimization-algorithms
Created 2019-02-23
815 commits to main branch, last one about a month ago
fubel
sparselandtools fubel
18
85
mit
2
:sparkles: A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
k-svd python pursuit sparse-coding dct-dictionary haar-dictionary image-denoising image-processing dictionary-learning sparse-representations
Created 2018-11-30
68 commits to master branch, last one 5 months ago
hiroyuki-kasai
ClassifierToolbox hiroyuki-kasai
47
83
mit
6
A MATLAB toolbox for classifier: Version 1.0.7
pca spd src manifold subspace eigenfaces sparse-coding classification matlab-toolbox face-recognition covariance-matrix linear-regression dictionary-learning manifold-optimization support-vector-machines classification-algorithims symmetric-positive-definite linear-discriminant-analysis principal-component-analysis
Created 2017-06-29
64 commits to master branch, last one about a year ago
hongyehu
RG-Flow hongyehu
11
83
mit
3
This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029
sparse-coding computer-vision generative-model normalizing-flow hierarchical-models renormalization-group representation-learning
Created 2020-09-19
63 commits to master branch, last one about a year ago
valeoai
PointBeV valeoai
6
63
mit
5
Official implementation of PointBeV: A Sparse Approach to BeV Predictions
driving birdeyeview segmentation sparse-coding autonomous-driving
Created 2023-12-01
11 commits to main branch, last one 3 months ago
VITA-Group
ALISTA VITA-Group
20
62
mit
4
[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.
lista deep-learning sparse-coding machine-learning compressive-sensing sparse-reconstruction
Created 2019-02-19
11 commits to master branch, last one 4 years ago
rfeinman
pytorch-lasso rfeinman
8
60
mit
2
L1-regularized least squares with PyTorch
lasso pytorch least-squares sparse-coding l1-regularization dictionary-learning
Created 2021-03-19
136 commits to master branch, last one about a year ago
larc
gproshan larc
14
59
mit
8
geometry processing and shape analysis framework
cpp cuda opengl sparse-coding shape-analysis dictionary-learning geometry-processing computational-geometry
Created 2017-04-19
412 commits to main branch, last one 3 years ago
Alfo5123
Variational-Sparse-Coding Alfo5123
5
57
mit
6
Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge
iclr pytorch sparse-coding reproducible-research unsupervised-learning variational-autoencoder disentangled-representations
Created 2018-10-26
86 commits to master branch, last one 4 years ago