Search Results - RepositoryStats

11

107

unknown

4

(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]

python pytorch deep-learning deep-unfolding deep-unrolling computer-vision diffusion-models image-restoration compressed-sensing algorithm-unrolling compressive-sensing compressive-sampling deep-neural-networks deep-unfolding-model image-reconstruction single-pixel-imaging computational-imaging invertible-neural-networks

Created 2024-05-11

21 commits to main branch, last one 16 days ago

sparse-plex indigits

45

101

apache-2.0

6

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

cr-sparse carnotresearch

11

90

apache-2.0

5

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 about a year ago

PCNet Guaishou74851

6

75

unknown

1

(TPAMI 2024) Practical Compact Deep Compressed Sensing [PyTorch]

python pytorch deep-learning deep-unfolding computer-vision sampling-matrix image-restoration compressed-sensing algorithm-unrolling compressive-sensing compressive-sampling deep-neural-networks image-reconstruction single-pixel-imaging computational-imaging structural-reparameterization

Created 2023-01-15

13 commits to main branch, last one 16 days ago

ALISTA VITA-Group

21

70

mit

3

[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 5 years ago

SCNet Guaishou74851

6

59

unknown

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

21 commits to main branch, last one 16 days ago

TransCS ICSResearch

4

36

unknown

2

TransCS: A Transformer-Based Hybrid Architecture for Image Compressed Sensing

image-processing compressive-sensing

Created 2021-10-18

73 commits to master branch, last one 2 years ago

ONE-PIX PhotonicsOpenProjects

6

35

other

6

An open source Python single-pixel imaging kit for educational and research purposes.

camera optics photonics open-source spectroscopy hyperspectral fourier-transform compressive-sensing single-pixel-imaging hyperspectral-imaging

Created 2022-06-24

600 commits to main branch, last one a day ago