no code implementations • 20 Aug 2019 • Michel Moukari, Loïc Simon, Sylvaine Picard, Frédéric Jurie
As deep learning applications are becoming more and more pervasive in robotics, the question of evaluating the reliability of inferences becomes a central question in the robotics community.
no code implementations • 27 Sep 2018 • Michel Moukari, Loïc Simon, Sylvaine Picard, Frédéric Jurie
One contribution of this article is to draw attention on existing metrics developed in the forecast community, designed to evaluate both the sharpness and the calibration of predictive uncertainty.
no code implementations • 8 Jun 2018 • Michel Moukari, Sylvaine Picard, Loic Simon, Frédéric Jurie
This paper aims at understanding the role of multi-scale information in the estimation of depth from monocular images.