#Inverse-problems
Showing 14 of 14 repositories tagged #inverse-problems, ranked by stars
Collection of popular and reproducible image denoising works.
[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
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 Enhancement, Bokeh rendering and more!
Deep learning framework for MRI reconstruction
SCIRun is a Problem Solving Environment, for modeling, simulation and visualization of scientific problems. This is version 5, the upgraded version of SCIRun v4.
Solving ill-posed inverse problems using iterative deep neural networks
Self-supervised learning for isotropic cryoET reconstruction
[Early Accepted at MICCAI 2023] Pytorch Code of "InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model"
Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.
FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries
MRI Super-Resolution with Deep Learning: A Comprehensive Survey
Iterative unfolding for Python