uncertainty topic

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

SALib

Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

BayesWatch

A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.

vita-epfl

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

valeman

Visualizations of distributions and uncertainty

mjskay

Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.

IBM

Implementation and evaluation of different approaches to get uncertainty in neural networks

hutec

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

SamsungLabs

"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)

nayeemrizve

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

seasonSH