uncertainty-estimation topic

Code for paper "Exploration in Online Advertising Systems with Deep Uncertainty-Aware Learning"

duchao0726

Lightweight, useful implementation of conformal prediction on real data.

aangelopoulos

A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increas...

dlmacedo

A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method

pygpc-polynomial-chaos

Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.

IntelLabs

Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhayev, Gilad Katz and Lior Rokach.

elisim

Official Repo for the paper "Reconstructing Sinus Anatomy from Endoscopic Video -- Towards a Radiation-free Approach for Quantitative Longitudinal Assessment" (MICCAI 2020)

lppllppl920

[IEEE-JBHI'2022] Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation(Pytorch)

JohnleeHIT

Latent Discriminant deterministic Uncertainty [ECCV2022]

ENSTA-U2IS-AI

Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler

madsjulia