inverse-problems · GitHub Topics

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

#计算机科学#Collection of popular and reproducible image denoising works.

image-denoising benchmarking state-of-the-art reproducible-research implementation curated-list summary inverse-problems image-restoration 图像处理 performance-analysis image-reconstruction noise noise-reduction 深度学习 cnn arxiv art

2.46 k

4 年前

yang-song / score_sde_pytorch

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

PyTorch stochastic-differential-equations inverse-problems generative-models score-matching score-based-generative-modeling controllable-generation diffusion-models

Jupyter Notebook 1.93 k

1 年前

yang-song / score_sde

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

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

Jupyter Notebook 1.67 k

3 年前

ohayonguy / PMRF

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

机器视觉 denoising diffusion-models generative-models image-manipulation 图像处理 image-restoration inpainting inverse-problems

Python 659

4 个月前

mv-lab / InstructIR

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

机器视觉深度学习 denoising image-enhancement image-restoration inverse-problems multimodal 神经网络 photography prompt super-resolution language-model PyTorch

Jupyter Notebook 641

9 个月前

bahjat-kawar / ddrm

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

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

Python 638

3 年前

simpeg / simpeg

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

Python geophysics linear-algebra partial-differential-equations optimization modelling Simulation electromagnetics open-science modeling scientific-computing inverse-problems multiphysics

Python 564

3 天前

jdtoscano94 / Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets

#计算机科学#Physics Informed Machine Learning Tutorials (Pytorch and Jax)

深度学习机器学习神经网络 neural-networks PyTorch 教程 inverse-problems jax kolmogorov-arnold-networks

Jupyter Notebook 555

4 个月前

DPS2022 / diffusion-posterior-sampling

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

diffusion-model inverse-problems PyTorch

Python 513

2 年前

PyLops / pylops

PyLops – A Linear-Operator Library for Python

Python algebra inverse-problems optimization

Python 474

8 天前

mv-lab / AISP

#计算机科学#AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image...