Learning Regularization Functionals for Inverse Problems: A Comparative Study
☆16Jun 26, 2026Updated 2 months ago
Alternatives and similar repositories for LearnedRegularizers
Users that are interested in LearnedRegularizers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for Score-Based Generative Models for PET Image Reconstruction (MELBA)☆29Jan 24, 2024Updated 2 years ago
- ☆12Jun 21, 2020Updated 6 years ago
- [ICLR 2026] Flower: A Flow Matching Solver for Inverse Problems☆34Apr 14, 2026Updated 4 months ago
- An implementation of Steerable Conditional Diffusion Sampler☆17Feb 10, 2026Updated 6 months ago
- Source code for the paper "Gradient Step Denoiser for convergent Plug-and-Play"☆35Dec 5, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- WPPNets and WPPFlows: The Power of Wasserstein Patch Priors for Superresolution.☆11Sep 19, 2025Updated 11 months ago
- ☆16Jul 2, 2024Updated 2 years ago
- Julia code for SPECT image reconstruction☆13Jul 21, 2026Updated last month
- A minimal example for training a flow matching model in a pretrained VAE's latent space to generate MNIST digits.☆15May 1, 2024Updated 2 years ago
- Implementation of DEFT as a fork of RED-diff.☆15Dec 6, 2024Updated last year
- Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Acceler…☆82Sep 26, 2024Updated last year
- Implementation of the variational network for denoising.☆17Dec 14, 2022Updated 3 years ago
- Implementation for the paper "PatchNR: Learning from Very Few Images by Patch Normalizing Flow Regularization".☆19Feb 22, 2024Updated 2 years ago
- [NeurIPS 2023] Learning Energy-Based Prior Model with Diffusion-Amortized MCMC☆14Mar 1, 2026Updated 5 months ago
- 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.
- Code and project page for Spectral DiffuserCam☆33Oct 1, 2020Updated 5 years ago
- GeckoNum Benchmark for T2I Model Eval.☆15Dec 5, 2024Updated last year
- Dense facial landmarks for thermal imaging☆19Dec 23, 2025Updated 8 months ago
- Code for recovery of low-rank plus sparse matrices☆11May 6, 2024Updated 2 years ago
- Flow Contrastive Estimation (FCE) PyTorch Implementation on 2D data☆11May 20, 2022Updated 4 years ago
- 传统波束形成器matlab程序☆14Jan 15, 2020Updated 6 years ago
- Master thesis for the MSc. Artificial Intelligence at the University of Amsterdam, 2019. Topic: Super-resolution with Conditional Normali…☆20Jun 4, 2024Updated 2 years ago
- code for parallel TOF and NONTOF projections☆59Jul 29, 2026Updated last month
- Conditional Invertible Neural Networks for Medical Imaging☆20Jun 29, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Fast and convenient maximum likelihood estimation for latent Markov models like HMMs, HSMMs, SSMs and point processes☆19Updated this week
- Official Implementation of the paper "Variational Control for Guidance in Diffusion Models" accepted at ICML'25☆20Dec 5, 2025Updated 8 months ago
- Kernel Stein Discrepancy Descent : a method to sample from unnormalized densities☆22Apr 13, 2024Updated 2 years ago
- ☆17Jun 28, 2023Updated 3 years ago
- The released code of t-CTV algorithms, mainly proposed in the paper "Guaranteed Tensor Recovery Fused Low-rankness and Smoothness"， publ…☆38Jun 28, 2025Updated last year
- Libraries of Pyomo test problems☆25May 18, 2026Updated 3 months ago
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆24Apr 17, 2025Updated last year
- ☆24Feb 15, 2025Updated last year
- Implementation of FedDR algorithm for federated learning.☆10Mar 8, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Gaussian Mixture Model for Clustering☆12Jul 5, 2020Updated 6 years ago
- Keypoint-Guided Optimal Transport (NeurIPS 2022)☆25Aug 23, 2023Updated 3 years ago
- DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning☆797Updated this week
- Primal-Dual Solver for Inverse Problems☆16Mar 24, 2021Updated 5 years ago
- ☆16Aug 27, 2020Updated 6 years ago
- Source code of our ICML 2025 paper "Flowing Datasets with Wasserstein over Wasserstein Gradient Flows"☆21May 21, 2025Updated last year
- Modular optimization library for PyTorch (work-in-progress).☆16Feb 4, 2026Updated 6 months ago