Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression Tasks

Ziliang Xiong, Arvi Jonnarth, Abdelrahman Eldesokey +3

Computer vision systems that are deployed in safety-critical applications need to quantify their output uncertainty. We study regression from images to parameter values and here it…