omerb01 / puqLinks
Official implementation of "Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems" paper.
☆24Updated last year
Alternatives and similar repositories for puq
Users that are interested in puq are comparing it to the libraries listed below
Sorting:
- ☆31Updated 2 years ago
- This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models" (NeurIPS 2024).☆65Updated 3 weeks ago
- Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)☆36Updated 9 months ago
- Official implementation of the Reconstruct Anything Model (RAM)☆44Updated 2 months ago
- Released code for paper: Attention Beats Linear for Fast Implicit Neural Representation Generation. Attention-based localized implicit Ne…☆16Updated last year
- Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems☆25Updated last year
- ☆94Updated 2 years ago
- [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically☆52Updated 3 years ago
- The official implementation of Generalizable Implicit Neural Representations with Instance Pattern Composers(CVPR’23 highlight).☆40Updated 2 years ago
- Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Acceler…☆68Updated last year
- ☆16Updated 2 years ago
- Official implementation of the paper "Normalization-Equivariant Neural Networks with Application to Image Denoising" (NeurIPS'23)☆13Updated 3 months ago
- Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020☆29Updated 4 years ago
- Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with…☆58Updated 2 years ago
- ☆50Updated last year
- Official implementation of ReSample (https://arxiv.org/abs/2307.08123)☆74Updated 10 months ago
- ☆13Updated last year
- ☆33Updated last year
- ☆30Updated 2 years ago
- Official Implementation of Early Stopping for Deep Image Prior (TMLR)☆27Updated last year
- [WACV 2024] INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings☆46Updated 8 months ago
- Official PyTorch implementation of the NeurIPS 2022 paper "Improving Diffusion Models for Inverse Problems using Manifold Constraints (ht…☆252Updated 2 years ago
- Description: Frequency Augmented Variational Autoencoder for better Image Reconstruction☆41Updated last year
- Official PyTorch implementation of Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI☆17Updated 2 years ago
- ☆43Updated 7 months ago
- [ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang☆40Updated last year
- Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…☆32Updated 2 years ago
- ☆19Updated 6 months ago
- Official repository for the Monte Carlo guided Diffusion for Bayesian linear inverse problems paper:☆21Updated 9 months ago
- Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"☆66Updated last year