Alternatives and similar repositories for ambient-diffusion-mri

Users that are interested in ambient-diffusion-mri are comparing it to the libraries listed below

• NVlabs / RED-diff
  ☆102Updated 2 years ago
• hyungjin-chung / DDS
  Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Acceler…
  ☆75Updated last year
• bahjat-kawar / gsure-diffusion
  ☆14Updated last year
• hyungjin-chung / CDDB
  Official PyTorch implementation of [Direct Diffusion Bridge using Data Consistency for Inverse Problems](https://arxiv.org/abs/2305.19809…
  ☆58Updated 2 years ago
• xypeng9903 / k-diffusion-inverse-problems
  [ICML 2024] Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance
  ☆60Updated last year
• soominkwon / resample
  Official implementation of ReSample (https://arxiv.org/abs/2307.08123)
  ☆82Updated last year
• ZehaoDou-official / FPS-SMC-2023
  Official Pytorch repository for "Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective", where FPS (Fi…
  ☆50Updated last year
• sun-umn / DMPlug
  This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models" (NeurIPS 2024).
  ☆72Updated 4 months ago
• NVlabs / SMRD
  SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models
  ☆33Updated 2 years ago
• sony / gibbsddrm
  ☆33Updated 2 years ago
• BioMed-AI-Lab-U-Michgan / cosign
  ☆22Updated last year
• berthyf96 / score_prior
  Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)
  ☆40Updated last year
• YasminZhang / ICTM
  [NeurIPS 2024] Official implementation of NeurIPS 2024 paepr "Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory …
  ☆25Updated 11 months ago
• Hanyu-Chen373 / DeepDataConsistency
  Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems
  ☆27Updated 2 months ago
• XJTU-XGU / OTCS
  Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"
  ☆67Updated 2 years ago
• annegnx / PnP-Flow
  Code for PnP-Flow: Plug-and-Play image restoration with Flow Matching (ICLR 2025)
  ☆141Updated 4 months ago
• giannisdaras / ambient-diffusion
  [NeurIPS 2023] Official Implementation: "Ambient Diffusion: Learning Clean Distributions from Corrupted Data"
  ☆85Updated 2 years ago
• yang-song / score_inverse_problems
  Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
  ☆265Updated 3 years ago
• utcsilab / csgm-mri-langevin
  ☆99Updated 4 years ago
• cpeng93 / DiffuseRecon
  Towards performant and reliable undersampled MR reconstruction via diffusion model sampling
  ☆66Updated 3 years ago
• zhangbingliang2019 / DAPS
  [CVPR 2025 Oral] Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing
  ☆175Updated 2 months ago
• bahjat-kawar / snips_torch
  [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically
  ☆52Updated 3 years ago
• cubeyoung / Noise2Score
  [NeurIPS'21] Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images
  ☆14Updated last year
• gabrielvc / mcg_diff
  Official repository for the Monte Carlo guided Diffusion for Bayesian linear inverse problems paper:
  ☆21Updated last year
• hyungjin-chung / MCG_diffusion
  Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (ht…
  ☆261Updated 3 years ago
• hyungjin-chung / DDIP3D
  ☆57Updated last year
• giannisdaras / ambient-tweedie
  [ICML 2024]: Official implementation for the paper: "Consistent Diffusion Meets Tweedie"
  ☆53Updated last year
• CACTuS-AI / GlowIP
  Code to reproduce results from "Invertible generative models for inverse problems: mitigating representation error and dataset bias"
  ☆21Updated 5 years ago
• thu-ml / DiffusionBridge
  Official codebase for "Diffusion Bridge Implicit Models" (ICLR 2025) and "Consistency Diffusion Bridge Models" (NeurIPS 2024)
  ☆104Updated 5 months ago
• matthieutrs / EquivariantPnP
  Equivariant plug-and-play algorithms
  ☆20Updated 5 months ago