sun-umn / DMPlug
This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models" (NeurIPS 2024).
☆51Updated 6 months ago
Alternatives and similar repositories for DMPlug:
Users that are interested in DMPlug are comparing it to the libraries listed below
- ☆83Updated last year
- Official implementation of ReSample (https://arxiv.org/abs/2307.08123)☆62Updated 4 months ago
- [ICML 2024] Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance☆49Updated 5 months ago
- Official Code Implementation for "Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing" (CVPR 2025))☆58Updated last week
- Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Acceler…☆57Updated 6 months ago
- Official PyTorch implementation of [Direct Diffusion Bridge using Data Consistency for Inverse Problems](https://arxiv.org/abs/2305.19809…☆47Updated last year
- An official pytorch implementation of "Parallel Diffusion Model of Operator and Image for Blind Inverse Problems" (CVPR 2023)☆113Updated 2 years ago
- Official Pytorch repository for "Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective", where FPS (Fi…☆28Updated 7 months ago
- Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems☆24Updated 9 months ago
- ☆38Updated 6 months ago
- [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically☆50Updated 2 years ago
- Code for PnP-Flow: Plug-and-Play image restoration with Flow Matching (ICLR 2025)☆60Updated 3 weeks ago
- Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"☆57Updated last year
- Posterior Sampling using Latent Diffusion - NeurIPS 2023☆150Updated last year
- Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023☆81Updated last month
- The official repository for Neural Fourier Filter Bank (CVPR 2023)☆67Updated last year
- Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)☆33Updated 3 months ago
- wavelet implicit neural representations☆153Updated last year
- Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (ht…☆239Updated 2 years ago
- The official implementation of Generalizable Implicit Neural Representations with Instance Pattern Composers(CVPR’23 highlight).☆39Updated last year
- InverseBench (ICLR 2025 spotlight)☆23Updated this week
- ☆16Updated 8 months ago
- Code for the the ICLR 2024 paper "∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States"☆100Updated 11 months ago
- ☆28Updated last year
- ☆39Updated last month
- [ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang☆40Updated last year
- Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains☆46Updated 4 years ago
- [ICML 2024]: Official implementation for the paper: "Consistent Diffusion Meets Tweedie"☆53Updated 11 months ago
- ☆17Updated 4 months ago
- [ICLR 2025] Official Implementation: "Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Cor…☆14Updated last month