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46

98

apache-2.0

7

A MATLAB library for sparse representation problems

htp iht mod ols omp ormp k-svd cosamp clustering basis-pursuit matlab-library sparse-recovery pursuit-algorithms compressive-sensing dictionary-learning subspace-clustering sparse-representations sparse-subspace-clustering

Created 2015-06-13

820 commits to master branch, last one 2 years ago

11

86

apache-2.0

6

Functional models and algorithms for sparse signal processing

jax lasso wavelets basis-pursuit linear-operators l1-regularization compressive-sensing convex-optimization sparse-linear-systems functional-programming sparse-representations sparse-bayesian-learning

Created 2020-12-22

1,046 commits to main branch, last one 11 months ago

21

67

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

3

45

unknown

3

Self-Supervised Scalable Deep Compressed Sensing (IJCV 2024) [PyTorch]

deep-learning deep-unfolding deep-unrolling compressed-sensing compressive-sensing compressive-sampling deep-neural-networks deep-unfolding-model image-reconstruction inverse-imaging-problems self-supervised-learning convolutional-neural-networks

Created 2023-08-26

18 commits to main branch, last one about a month ago