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

keywords:
Semantic segmentation
Depth regression
Uncertainty estimation
Aleatoric uncertainty
epistemic uncertainty

Reference:
Kendall, Alex, and Yarin Gal. "What uncertainties do we need in bayesiandeep learning for computer vision?." Advances in neural information processing systems 30 (2017).