DThree19
Is your deep detector safe? verification and certification of neural networks
CVPR Workshop, 17 June 2019, Long Beach, CA, US
DThree19 is a half-day single track workshop at CVPR 2019 . It stands for Dependable Deep Detectors. It will be held on 17-June-2019 in Long Beach, CA, US . It is supported by Visteon Corporation, University of Oxford, University of Genova and BMW Group.
Background
This workshop seeks to put the question of deployable and dependable detectors in the center of computer vision application. More...Scope
In this workshop, we seek usage of formal methods for deep learning based detectors, especially in the context of autonomous driving. Consequently, we are also interested in certification of these detectors so that they satisfy known safety standards, such as ISO26262 recommendations. More...Timeliness
This is an inter-disciplinary workshop with rich symbiosis of computer vision, formal verification and autonomous driving. Given the current surge in both vision-based machine learning as well as autonomous driving, we believe this is a very timely gathering. More...Support
This workshop is supported and endorsed by:
