Alternatives and similar repositories for puq:

Users that are interested in puq are comparing it to the libraries listed below

• aangelopoulos / im2im-uq
  Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with…
  ☆55Updated 2 years ago
• WenTXuL / LINR
  ☆28Updated last year
• bahjat-kawar / snips_torch
  [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically
  ☆50Updated 2 years ago
• kakaobrain / ginr-ipc
  The official implementation of Generalizable Implicit Neural Representations with Instance Pattern Composers(CVPR’23 highlight).
  ☆39Updated last year
• bahjat-kawar / gsure-diffusion
  ☆13Updated 11 months ago
• soominkwon / resample
  Official implementation of ReSample (https://arxiv.org/abs/2307.08123)
  ☆62Updated 4 months ago
• utcsilab / ambient-diffusion-mri
  [ICLR 2025] Official Implementation: "Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Cor…
  ☆14Updated last month
• 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
• sherbret / normalization_equivariant_nn
  Official implementation of the paper "Normalization-Equivariant Neural Networks with Application to Image Denoising"
  ☆12Updated 3 months ago
• berthyf96 / score_prior
  Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)
  ☆33Updated 3 months ago
• karrykkk / BayesDiff
  ☆23Updated 10 months ago
• xypeng9903 / k-diffusion-inverse-problems
  [ICML 2024] Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance
  ☆49Updated 5 months ago
• hyungjin-chung / DDIP3D
  ☆38Updated 6 months ago
• XJTU-XGU / OTCS
  Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"
  ☆57Updated last year
• hyungjin-chung / DDS
  Official PyTorch implementation for Decomposed Diffusion Sampling (DDS), presented in the paper "Decomposed Diffusion Sampler for Acceler…
  ☆57Updated 6 months ago
• NVlabs / RED-diff
  ☆83Updated last year
• sony / gibbsddrm
  ☆28Updated last year
• ZongyuGuo / Versatile-NP
  ☆16Updated 2 years ago
• Roninton / ANR
  Released code for paper: Attention Beats Linear for Fast Implicit Neural Representation Generation. Attention-based localized implicit Ne…
  ☆16Updated 7 months ago
• IML-DKFZ / values
  A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation
  ☆27Updated 10 months ago
• VITA-Group / Neural-Implicit-Dict
  [ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang
  ☆40Updated last year
• cognaclee / DPM-OT
  ☆39Updated last month
• liutianlin0121 / musc
  Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…
  ☆29Updated last year
• edongdongchen / DDN
  Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020
  ☆30Updated 3 years ago
• hyungjin-chung / CDDB
  Official PyTorch implementation of [Direct Diffusion Bridge using Data Consistency for Inverse Problems](https://arxiv.org/abs/2305.19809…
  ☆47Updated last year
• sun-umn / Early_Stopping_for_DIP
  Official Implementation of Early Stopping for Deep Image Prior (TMLR)
  ☆26Updated 10 months ago
• noamelata / AdaSense
  ☆16Updated last week
• annegnx / PnP-Flow
  Code for PnP-Flow: Plug-and-Play image restoration with Flow Matching (ICLR 2025)
  ☆60Updated 3 weeks ago
• AstraZeneca / MCPL
  Official implementation for "An image is worth multiple words: discovering object level concepts using multi-concepts prompts learning" […
  ☆14Updated 8 months ago
• JJGO / hyperlight
  Modular and intuitive Hypernetworks in Pytorch
  ☆35Updated last year