Search Results - RepositoryStats

reproducible-image-denoising-state-of-the-art wenbihan

508

2.4k

unknown

117

Collection of popular and reproducible image denoising works.

Created 2017-12-30

40 commits to master branch, last one 4 years ago

score_sde_pytorch yang-song

322

1.8k

apache-2.0

16

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

pytorch iclr-2021 score-matching diffusion-models inverse-problems generative-models controllable-generation score-based-generative-modeling stochastic-differential-equations

Created 2021-02-28

8 commits to main branch, last one 2 years ago

score_sde yang-song

208

1.5k

apache-2.0

19

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

jax flax iclr-2021 score-matching diffusion-models inverse-problems generative-models controllable-generation score-based-generative-modeling stochastic-differential-equations

Created 2021-01-03

24 commits to main branch, last one 3 years ago

ddrm bahjat-kawar

54

596

mit

6

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

diffusion deblurring inpainting score-based diffusion-models inverse-problems super-resolution variational-inference

Created 2022-01-27

13 commits to master branch, last one 2 years ago

PMRF ohayonguy

34

565

mit

5

Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

denoising inpainting colorization flow-matching rectified-flow computer-vision diffusion-models image-processing inverse-problems generative-models image-restoration image-manipulation blind-face-restoration

Created 2024-09-30

17 commits to main branch, last one 2 months ago

InstructIR mv-lab

39

555

mit

6

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

prompt pytorch dehazing denoising deblurring multi-task multimodal photography deep-learning language-model neural-network computer-vision inverse-problems super-resolution image-enhancement image-restoration low-light-image-enhancement

Created 2024-01-27

18 commits to main branch, last one 2 months ago

simpeg simpeg

267

521

mit

52

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

Created 2013-11-26

9,510 commits to main branch, last one 22 hours ago

Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets jdtoscano94

170

480

unknown

12

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

jax piins pytorch deeponet tutorial deep-learning inverse-pinns neural-network neural-networks inverse-problems machine-learning physicsinformedneuralnetworks

Created 2022-04-04

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

diffusion-posterior-sampling DPS2022

49

448

unknown

5

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

pytorch diffusion-model inverse-problems

Created 2022-09-21

12 commits to main branch, last one about a year ago

pylops PyLops

104

437

lgpl-3.0

12

PyLops – A Linear-Operator Library for Python

python algebra optimization inverse-problems linear-operators

Created 2018-11-08

1,442 commits to dev branch, last one 3 days ago

odl odlgroup

105

377

mpl-2.0

28

Operator Discretization Library https://odlgroup.github.io/odl/

python imaging tomography mathematics prototyping optimization discretization inverse-problems

Created 2015-11-05

4,963 commits to master branch, last one 13 days ago

AISP mv-lab

41

373

unknown

16

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Cha...

aim isp ntire cvpr2022 eccv2022 denoising mobile-ai raw-image deblurring reversed-isp deep-learning computer-vision image-processing inverse-problems low-level-vision image-enhancement image-restoration computational-photography

Created 2022-06-06

29 commits to main branch, last one 9 months ago

DiffCloth omegaiota

34

366

mit

16

Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact

robotics simulator simulation optimization differentiable cloth-simulation inverse-dynamics inverse-problems physics-simulation differentiable-programming differentiable-simulations differentiable-physics-engine

Created 2022-04-19

29 commits to main branch, last one 7 months ago

ceviche fancompute

75

347

mit

23

:shrimp: Electromagnetic Simulation + Automatic Differentiation

fdfd fdtd adjoint optimization electromagnetics inverse-problems

Created 2019-05-24

292 commits to master branch, last one about a year ago

deepinv deepinv

74

346

bsd-3-clause

8

PyTorch library for solving imaging inverse problems using deep learning

mri unfolded deblurring deep-learning plug-and-play diffusion-models image-processing inverse-problems super-resolution computed-tomography computational-imaging deep-equilibrium-models

Created 2023-02-10

966 commits to main branch, last one 2 days ago

PDE-Net ZichaoLong

104

311

unknown

14

PDE-Net: Learning PDEs from Data

inverse-problems machine-learning data-assimilation data-driven-model numerical-methods applied-mathematics system-identification partial-differential-equations

Created 2018-05-24

2 commits to master branch, last one 5 years ago

RF-Inversion LituRout

10

293

apache-2.0

35

Rectified Flow Inversion (RF-Inversion)

stylization image-editing rectified-flows diffusion-models inverse-problems generative-modeling stroke2image-synthesis stochastic-differential-equations

Created 2024-10-12

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

direct NKI-AI

42

245

apache-2.0

7

Deep learning framework for MRI reconstruction

pytorch deep-learning medical-imaging inverse-problems fastmri-challenge mri-reconstruction

Created 2020-06-06

667 commits to main branch, last one 5 months ago

pints pints-team

34

230

other

13

Probabilistic Inference on Noisy Time Series

bayesian-methods inverse-problems parameter-estimation numerical-optimization

Created 2017-05-16

3,957 commits to main branch, last one 2 days ago

harmonica fatiando

70

225

bsd-3-clause

18

Forward modeling, inversion, and processing gravity and magnetic data

scipy python gravity geophysics geoscience earth-science magnetic-fields fatiando-a-terra inverse-problems

Created 2018-07-14

353 commits to main branch, last one 4 days ago

torch-radon matteo-ronchetti

47

221

gpl-3.0

6

Computational Tomography in PyTorch

cuda pytorch tomography hacktoberfest radon-transform inverse-problems shearlet-transform

Created 2019-11-06

216 commits to master branch, last one 2 years ago

OpenEIT OpenEIT

71

221

other

27

Python based dashboard for real-time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods

eit python tomography inverse-problems image-reconstruction biomedical-instrumentation biomedical-image-processing electrical-impedance-tomography

Created 2017-11-22

155 commits to master branch, last one 4 years ago

idrlnet idrl-lab

55

209

apache-2.0

13

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

python pde-solver inverse-problems machine-learning data-driven-model scientific-machine-learning physics-informed-neural-networks

Created 2021-07-05

65 commits to master branch, last one 2 months ago

pyEIT eitcom

100

179

other

13

Python based toolkit for Electrical Impedance Tomography

eit python tomography eit-imaging mesh-generation inverse-problems finite-element-methods electrical-impedance-tomography

Created 2016-01-26

297 commits to master branch, last one about a year ago

discretize simpeg

35

170

mit

21

Discretization tools for finite volume and inverse problems.

simulation finite-volume linear-algebra inverse-problems finite-difference scientific-computing partial-differential-equations

Created 2016-11-24

5,751 commits to main branch, last one 3 days ago

ylg giannisdaras

18

136

gpl-3.0

4

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

cvpr gans cvpr20 cvpr2020 computer-vision inverse-problems machine-learning attention-mechanism generative-adversarial-networks

Created 2019-11-27

61 commits to master branch, last one 3 years ago

SCIRun SCIInstitute

72

128

other

24

SCIRun is a Problem Solving Environment, for modeling, simulation and visualization of scientific problems. This is version 5, the upgraded version of SCIRun v4.

qt5 qt6 cmake python biomedical c-plus-plus open-source visualization linear-systems boost-libraries forward-problem mesh-generation inverse-problems dataflow-programming scientific-computing scientific-computations scientific-visualization

Created 2012-02-16

12,589 commits to master branch, last one 9 months ago

MIRT.jl JeffFessler

28

111

mit

7

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

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

scico lanl

17

107

bsd-3-clause

7

Scientific Computational Imaging COde

jax admm fista optimization total-variation inverse-problems proximal-operators convex-optimization proximal-algorithms plug-and-play-priors computational-imaging

Created 2021-09-21

912 commits to main branch, last one 10 days ago

learned_gradient_tomography adler-j

30

90

unknown

8

Solving ill-posed inverse problems using iterative deep neural networks

odl tomography mathematics inverse-problems machine-learning

Created 2017-03-24

13 commits to master branch, last one 6 years ago