Alternatives and similar repositories for diffusion-plug-and-play

Users that are interested in diffusion-plug-and-play are comparing it to the libraries listed below

• soominkwon / resample
  Official implementation of ReSample (https://arxiv.org/abs/2307.08123)
  ☆69Updated 7 months ago
• NVlabs / RED-diff
  ☆90Updated 2 years ago
• Morefre / Decoupled-Data-Consistency-with-Diffusion-Purification-for-Image-Restoration
  ☆11Updated 2 weeks ago
• hyungjin-chung / DDS
  Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Acceler…
  ☆65Updated 9 months ago
• zhangbingliang2019 / DAPS
  [CVPR 2025 Oral] Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing
  ☆111Updated last week
• devzhk / InverseBench
  InverseBench (ICLR 2025 spotlight)
  ☆52Updated this week
• hyungjin-chung / CDDB
  Official PyTorch implementation of [Direct Diffusion Bridge using Data Consistency for Inverse Problems](https://arxiv.org/abs/2305.19809…
  ☆49Updated last year
• gabrielvc / mcg_diff
  Official repository for the Monte Carlo guided Diffusion for Bayesian linear inverse problems paper:
  ☆19Updated 6 months ago
• sun-umn / DMPlug
  This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models" (NeurIPS 2024).
  ☆55Updated 9 months ago
• xypeng9903 / k-diffusion-inverse-problems
  [ICML 2024] Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance
  ☆54Updated 8 months ago
• BioMed-AI-Lab-U-Michgan / cosign
  ☆17Updated 11 months ago
• ZehaoDou-official / FPS-SMC-2023
  Official Pytorch repository for "Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective", where FPS (Fi…
  ☆42Updated 10 months ago
• BlindDPS / blind-dps
  An official pytorch implementation of "Parallel Diffusion Model of Operator and Image for Blind Inverse Problems" (CVPR 2023)
  ☆117Updated 2 years ago
• bahjat-kawar / snips_torch
  [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically
  ☆51Updated 2 years ago
• utcsilab / ambient-diffusion-mri
  [ICLR 2025] Official Implementation: "Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Cor…
  ☆18Updated 3 months ago
• zihuiwu / PnP-DM-public
  [NeurIPS 2024] Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors
  ☆19Updated 2 months ago
• berthyf96 / score_prior
  Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)
  ☆34Updated 6 months ago
• fpramunno / InDI-implementation
  Unofficial Pytorch implementation of the Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration (InDI…
  ☆19Updated last year
• annegnx / PnP-Flow
  Code for PnP-Flow: Plug-and-Play image restoration with Flow Matching (ICLR 2025)
  ☆86Updated 3 months ago
• bahjat-kawar / gsure-diffusion
  ☆13Updated last year
• hyungjin-chung / MCG_diffusion
  Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (ht…
  ☆246Updated 2 years ago
• mengxiangming / QCS-SGM
  ☆15Updated last year
• hyungjin-chung / DDIP3D
  ☆43Updated 9 months ago
• sunyumark / PnP-MonteCarlo
  Published in IEEE Trans. Comput. Imag.
  ☆8Updated 8 months ago
• matthieutrs / EquivariantPnP
  Equivariant plug-and-play algorithms
  ☆18Updated last year
• yang-song / score_inverse_problems
  Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
  ☆250Updated 3 years ago
• GBATZOLIS / conditional_score_diffusion
  PyTorch implementation for Conditional Image Generation with Score-Based Diffusion Models
  ☆78Updated 11 months ago
• XJTU-XGU / OTCS
  Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"
  ☆62Updated last year
• YasminZhang / ICTM
  [NeurIPS 2024] Official implementation of NeurIPS 2024 paepr "Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory …
  ☆22Updated 4 months ago
• matthieutrs / ram
  Official implementation of the Reconstruct Anything Model (RAM)
  ☆39Updated last month