Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with rigorous, distribution-free uncertainty quantification.
☆59Feb 23, 2023Updated 3 years ago
Alternatives and similar repositories for im2im-uq
Users that are interested in im2im-uq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆74Nov 17, 2024Updated last year
- PyTorch-based radio-interferometric imaging reconstruction package with scalable Bayesian uncertainty quantification relying on data-driv…☆12Feb 17, 2025Updated last year
- Bayesian Uncertainty Quantification by Deep Generative Model☆19Jul 22, 2020Updated 5 years ago
- Differentiable and GPU accelerated scattering covariance statistics on the sphere☆15May 27, 2025Updated 10 months ago
- Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling☆13May 8, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Jan 6, 2026Updated 3 months ago
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Mar 8, 2023Updated 3 years ago
- ☆19Aug 17, 2023Updated 2 years ago
- Vector Quantile Regression☆19Apr 3, 2025Updated last year
- Learning to draw samples: with application to amortized maximum likelihood estimator for generative adversarial learning☆10Dec 28, 2021Updated 4 years ago
- Conditional calibration of conformal p-values for outlier detection.☆37Nov 15, 2022Updated 3 years ago
- Repository for Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification (NeurIPS 2024)☆44Nov 25, 2024Updated last year
- SPUQ: Perturbation-Based Uncertainty Quantification for Large Language Models☆16Jun 24, 2024Updated last year
- Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"☆23Nov 4, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆11Apr 4, 2025Updated last year
- Multi-task Learning for Multi-contrast MRI Synthesis☆17Dec 24, 2020Updated 5 years ago
- ☆15Apr 18, 2024Updated 2 years ago
- Official implementation of Learning Diffusion Priors from Observations by Expectation Maximization☆35Mar 19, 2026Updated 3 weeks ago
- A repository for reproducing the results in Selection by Prediction paper☆16Nov 2, 2022Updated 3 years ago
- code related to "UNSURE: Unknown Noise level Stein's Unbiased Risk Estimator" by Tachella, Davies and Jacques☆13Nov 21, 2025Updated 4 months ago
- ☆11Oct 8, 2019Updated 6 years ago
- [ECCV 2022] Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression☆13Mar 27, 2023Updated 3 years ago
- Uncertainty quantification for in-context learning of large language models☆15Apr 1, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆13Jun 13, 2022Updated 3 years ago
- A list of all papers related to anomaly detection in NeurIPS 2020.☆10Jan 13, 2021Updated 5 years ago
- Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models☆30Nov 1, 2024Updated last year
- NeurIPS paper 'Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis'☆11Oct 28, 2022Updated 3 years ago
- ☆10Jan 20, 2025Updated last year
- We derive a fundamental property of the posterior distribution in Gaussian denoising, and use it to propose a new way for uncertainty vis…☆19Apr 30, 2024Updated last year
- A package for conformal prediction with conditional guarantees.☆69Oct 7, 2025Updated 6 months ago
- ☆24Mar 31, 2021Updated 5 years ago
- ☆25Nov 30, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆14Jul 23, 2015Updated 10 years ago
- orbital MCMC☆10Jun 17, 2021Updated 4 years ago
- R package to compute distribution-free prediction bands using density estimators☆11Jul 26, 2021Updated 4 years ago
- Matlab software for the Mie Scattering of PEC and Homogeneous Spheres Irradiated by a Linearly Polarized Plane Wave☆14May 23, 2024Updated last year
- 7T MRI synthesization from 3T acquisitions☆20Sep 15, 2025Updated 7 months ago
- Official Implementation of "Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions" (ICLR, …☆87Apr 5, 2023Updated 3 years ago
- SOTA work about out-of-distribution detection☆14Mar 5, 2021Updated 5 years ago