【NIPS2017】What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision

title: What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision

Comments: NIPS 2017

paper: [1703.04977] What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? (arxiv.org)

code: GitHub - hmi88/what: Pytorch implementation of "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?"

GitHub - ShellingFord221/My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision: Pytorch implementation of classification task in What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision (simple version)

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? | Papers With Code

https://github.com/kyle-dorman/bayesian-neural-network-blogpost

https://github.com/pmorerio/dl-uncertainty

https://github.com/tanyanair/segmentation_uncertainty

https://github.com/asharakeh/probdet

翻译: What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? 计算机视觉用于贝叶斯深度学习的不确定性_Xieyuanli_Chen的博客-CSDN博客

解读: 贝叶斯神经网络建模两类不确定性——NIPS2017 - 知乎 (zhihu.com)

Uncertainty Estimation in CV - 知乎 (zhihu.com)