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 4 years ago
- On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior☆21Sep 1, 2020Updated 5 years ago
- ☆21Apr 27, 2022Updated 4 years ago
- Code for the research paper "HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference".☆22Feb 11, 2021Updated 5 years ago
- Code to reproduce results from "Invertible generative models for inverse problems: mitigating representation error and dataset bias"☆21Jul 9, 2020Updated 5 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.
- Score-Based Priors for Bayesian Inverse Imaging (ICCV 2023, TMLR 2024)☆43Dec 18, 2024Updated last year
- ☆54Apr 15, 2022Updated 4 years ago
- ☆11Jul 8, 2021Updated 4 years ago
- A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work☆28Feb 1, 2025Updated last year
- A deep Neural Network alternative to the CLEAN algorithm for Interferometric images☆12Nov 20, 2018Updated 7 years ago
- Imaging Inverse Problems and Bayesian Computation - Python tutorials to learn about (accelerated) sampling for uncertainty quantification…☆11Jan 12, 2024Updated 2 years ago
- STeP: a general and scalable framework for solving video inverse problems with spatiotemporal diffusion priors☆31Jun 10, 2025Updated 11 months ago
- Shape Measurement Pipeline☆17Updated this week
- ☆24Jun 22, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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
- This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schnit…☆21Sep 26, 2018Updated 7 years ago
- [NeurIPS 2021] SNIPS: Solving Noisy Inverse Problems Stochastically☆52Sep 15, 2022Updated 3 years ago
- This Matlab package provides a connection to the LightCrafter EVM6500 DLP evaluation platform.☆17Oct 27, 2016Updated 9 years ago
- PyTorch implementation of Expected Patch Log Likelihood (EPLL) image prior in paper "D. Zoran and Y. Weiss, "From learning models of natu…☆26Sep 29, 2020Updated 5 years ago
- Code to reproduce experiments in Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows☆14May 23, 2024Updated last year
- Kang, I., Zhang, Q., Yu, S.X. et al. Coordinate-based neural representations for computational adaptive optics in widefield microscopy. N…☆22Mar 21, 2025Updated last year
- ☆57Sep 26, 2024Updated last year
- ☆21Nov 29, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆10Aug 22, 2020Updated 5 years ago
- ☆22Mar 17, 2021Updated 5 years ago
- Neural network model for gravitational wave sky localization☆12Feb 29, 2024Updated 2 years ago
- DiffuserCam Processing Code☆155Nov 7, 2020Updated 5 years ago
- Official MATLAB implementation of the "Sparse deconvolution" -v1.0.3☆100Jan 7, 2026Updated 4 months ago
- ☆107Jun 17, 2023Updated 2 years ago
- Neumann Networks for Inverse Problems in Imaging☆14Dec 22, 2020Updated 5 years ago
- Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks☆55Jan 28, 2022Updated 4 years ago
- Differentiable Physical Optics Propagation in Jax☆71May 7, 2026Updated 2 weeks ago
- 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.
- EXTRACT is a tractable and robust automated cell extraction tool for calcium imaging, which extracts the activities of cells as time seri…☆89Mar 11, 2026Updated 2 months ago
- ☆29Apr 23, 2024Updated 2 years ago
- An official pytorch implementation of "Parallel Diffusion Model of Operator and Image for Blind Inverse Problems" (CVPR 2023)☆131Mar 2, 2023Updated 3 years ago
- Multi-photon quality control tools☆37May 13, 2026Updated last week
- ☆16Sep 11, 2025Updated 8 months ago
- A convex 3D deconvolution algorithm for low photon count fluorescence imaging☆34Feb 9, 2022Updated 4 years ago
- Open source software for multi-modal optical molecular imaging☆12May 19, 2022Updated 4 years ago