Popular GitHub Repositories for Uncertainty Neural Networks

Observations and notes to understand the workings of neural network models and other thought experiments using Tensorflow

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

A list of papers on Active Learning and Uncertainty Estimation for Neural Networks.

A pytorch implementation of MCDO(Monte-Carlo Dropout methods)

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.

A repository about Robust Deep Neural Networks with Uncertainty, Local Competition and Error-Correcting-Output-Codes in TensorFlow.

Guided Perturbations: Self-Corrective Behavior in Convolutional Neural Networks