This project hosts the code and datasets I used for Deep Learning course at Boston University. It aims to post-process the images the low quality images produced as a result of solving inverse problems in imaging (particularly Computed Tomography) and produce high-quality images.
☆42May 2, 2017Updated 9 years ago
Alternatives and similar repositories for Deep-Learning-for-Inverse-Problems
Users that are interested in Deep-Learning-for-Inverse-Problems are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FBPConvNet for computed tomography☆61Apr 10, 2018Updated 8 years ago
- Solving ill-posed inverse problems using iterative deep neural networks☆97Nov 12, 2021Updated 4 years ago
- MATLAB functions for solving linear inverse problems through a combination of Tikhonov and TV regularization terms, subject to a constrai…☆12Jun 28, 2022Updated 4 years ago
- Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"☆91Nov 30, 2017Updated 8 years ago
- A GAN based framework for artifacts and noise removal☆38Mar 18, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Deep inverse problems in Python☆63Aug 7, 2025Updated last year
- ☆22Mar 17, 2021Updated 5 years ago
- Seismic Surface Wave Isotropic/Azimuthally Anisotropic Group/Phase Speed 2-D Tomography☆26Dec 19, 2018Updated 7 years ago
- AAPM DL Sparse-View Computed Tomography Image Reconstruction Challenge - Team Robust-And-Stable☆50Jun 16, 2022Updated 4 years ago
- A multi-resolution seismic attenuation tomography code - currently in its 4.0 release☆61Oct 27, 2026Updated last week
- Modular Optimisation tools for solving inverse problems☆29Oct 22, 2026Updated 2 weeks ago
- Computed Tomography Reconstruction Using DeepImage Prior and Learned Reconstruction Methods☆36Sep 10, 2020Updated 6 years ago
- Efficient and accurate inversion of multiple scattering with deep learning☆25Aug 9, 2020Updated 6 years ago
- ☆26May 4, 2018Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Julia Toolbox for Geophysical Modeling and Inverse Problems☆40Dec 8, 2025Updated 10 months ago
- Learned Primal-Dual Reconstruction☆111Jun 23, 2019Updated 7 years ago
- Coming soon☆25Mar 25, 2023Updated 3 years ago
- tensorflow implementation for FBPConvNet☆21Apr 2, 2018Updated 8 years ago
- Deep Inversion Validation Library☆81Feb 9, 2025Updated last year
- Official code repository for the paper: Removing Structured Noise using Diffusion Models☆26Mar 23, 2025Updated last year
- Python functions for Viens et al. (2018, JGR)☆10Jul 22, 2020Updated 6 years ago
- This is a reverse algorithem for GCV method that removes the signal and keep the background noise☆10Jun 30, 2020Updated 6 years ago
- A.Biguri PhD thesis: Iterative Reconstruction and Motion compensation in Computed Tomography on GPUs☆41Jan 21, 2019Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Estimate dispersion from Ambient Noise Cross-Correlations using Aki's spectral formulation☆11Jun 21, 2019Updated 7 years ago
- Processing tools for SeismicJulia project☆10May 22, 2026Updated 5 months ago
- Calculation of Response Spectra☆11Oct 9, 2024Updated 2 years ago
- Solving inverse problems using conditional invertible neural networks.☆36Mar 23, 2021Updated 5 years ago
- Thinking tools for AI agents making discoveries in the life sciences☆11Aug 8, 2026Updated 2 months ago
- Adversarial Training for Solving Inverse Problems☆26Sep 22, 2020Updated 6 years ago
- Just a reposity for my personal course project.☆11Jun 24, 2018Updated 8 years ago
- Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)☆43Dec 18, 2024Updated last year
- The reference implementation for the Non Local Spatial and Angular Matching (NLSAM) denoising algorithm for diffusion MRI☆25Sep 20, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- i-RIM applied to the fastMRI challenge data.☆28Sep 8, 2021Updated 5 years ago
- Tikhonov regularization method to solve the Fredholm integral equation of the first kind.☆10Oct 26, 2015Updated 11 years ago
- ModEM that implements the Lévy Gradient Descent (LGD) algorithm for 3D magnetotelluric (MT) inversion☆11Nov 17, 2025Updated 11 months ago
- Software to generate 2D/3D/4D analytical phantoms and their Radon transforms (parallel beam) for image processing☆134Sep 14, 2026Updated last month
- a project based on the platform of Qt aiming at draw the curves and surfaces☆12Jan 22, 2018Updated 8 years ago
- Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)☆45Oct 6, 2022Updated 4 years ago
- This repository contains simple scripts for EM imaging, allowing easy access to mtpy, empymod, simpeg, fenics and other electromagnetic t…☆12Updated this week