uncertainty-estimation topic

An extension of CatBoost to probabilistic modelling

StatMixedML

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.

fregu856

Code for "Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors." (ICLR 2021)

asharakeh

This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.

ENSTA-U2IS-AI

[CVPR 2022 Oral] Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry

baegwangbin

Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR 2021).

nikitadurasov

Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors

brain-research

Sandia Uncertainty Quantification Toolkit

sandialabs

(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.

xxxnell

[ICCV 2021 Oral] Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

baegwangbin