Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging
☆39Apr 28, 2022Updated 4 years ago
Alternatives and similar repositories for DPI
Users that are interested in DPI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15May 24, 2021Updated 5 years ago
- On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior☆21Sep 1, 2020Updated 6 years ago
- ☆21Apr 27, 2022Updated 4 years ago
- Code to reproduce results from "Invertible generative models for inverse problems: mitigating representation error and dataset bias"☆22Jul 9, 2020Updated 6 years ago
- Code for the research paper "HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference".☆21Feb 11, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)☆43Dec 18, 2024Updated last year
- ☆57Apr 15, 2022Updated 4 years ago
- ☆13Mar 14, 2025Updated last year
- Imaging Inverse Problems and Bayesian Computation - Python tutorials to learn about (accelerated) sampling for uncertainty quantification…☆12Jan 12, 2024Updated 2 years ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆27Feb 1, 2025Updated last year
- A deep Neural Network alternative to the CLEAN algorithm for Interferometric images☆12Nov 20, 2018Updated 7 years ago
- Repository with the code of "HNPE: Leveraging Global Parameters for Neural Posterior Estimation"☆14Mar 18, 2024Updated 2 years ago
- Source code for the paper "Gradient Step Denoiser for convergent Plug-and-Play"☆35Dec 5, 2023Updated 2 years ago
- ☆15Apr 18, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆24Jun 22, 2021Updated 5 years ago
- This Matlab package provides a connection to the LightCrafter EVM6500 DLP evaluation platform.☆17Oct 27, 2016Updated 9 years ago
- Codes for CyGen, the novel generative modeling framework proposed in "On the Generative Utility of Cyclic Conditionals" (NeurIPS-21)☆44Apr 18, 2022Updated 4 years ago
- [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically☆53Sep 15, 2022Updated 4 years ago
- python (numpy) implementation of welford algorithm☆27Nov 7, 2020Updated 5 years ago
- KAIST. CS492 Algorithms for NP-hard Problems. Spring 2024.☆24Jun 4, 2024Updated 2 years ago
- Code to reproduce experiments in Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows☆14May 23, 2024Updated 2 years ago
- ☆21Nov 29, 2022Updated 3 years ago
- ☆57Sep 26, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆10Aug 22, 2020Updated 6 years ago
- DiffuserCam Processing Code☆164Nov 7, 2020Updated 5 years ago
- Official MATLAB implementation of the "Sparse deconvolution" -v1.0.3☆101Jan 7, 2026Updated 8 months ago
- ☆22Mar 17, 2021Updated 5 years ago
- KENN - A Transformer Encoder for Gravitational Waves☆13Sep 29, 2025Updated 11 months ago
- ☆113Jun 17, 2023Updated 3 years ago
- ☆55Oct 26, 2022Updated 3 years ago
- Neumann Networks for Inverse Problems in Imaging☆14Dec 22, 2020Updated 5 years ago
- Compression, denoising and demixing of functional imaging recordings☆31Jul 11, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆29Apr 23, 2024Updated 2 years ago
- Fourier Ptychographic Microscopy Simulation in MATLAB☆22Jun 4, 2015Updated 11 years ago
- STeP: a general and scalable framework for solving video inverse problems with spatiotemporal diffusion priors☆33Jun 10, 2025Updated last year
- EXTRACT is a tractable and robust automated cell extraction tool for calcium imaging, which extracts the activities of cells as time seri…☆91Mar 11, 2026Updated 6 months ago
- Open source smFRET confocal microscope☆11Jul 21, 2021Updated 5 years ago
- An official pytorch implementation of "Parallel Diffusion Model of Operator and Image for Blind Inverse Problems" (CVPR 2023)☆133Mar 2, 2023Updated 3 years ago
- This is the official TensorFlow implementation of AMPA-Net:Optimization-Inspired Attention Neural Network for Deep Compressed Sensing☆16Mar 5, 2024Updated 2 years ago