About

I am a PhD student at the Institute of Computer Graphics and Vision (ICG) at Graz University of Technology under the supervision of Prof. Horst Bischof. My research focuses on LiDAR based 3D object detection for autonomous systems, in particular on the explainability of the models.

Publications

OccAM’s Laser: Occlusion-based Attribution Maps
for 3D Object Detectors on LiDAR Data
David Schinagl, Georg Krispel, Horst Possegger,
Peter M. Roth and Horst Bischof
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper] [Project Page] [Code]

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MURAUER: Mapping Unlabeled Real Data for Label AUstERity
Georg Poier, Michael Opitz, David Schinagl and Horst Bischof
Winter Conference on Applications of Computer Vision (WACV), 2019
[Paper] [Project Page] [Code]

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Learning Pose Specific Representations by Predicting Different Views
Georg Poier, David Schinagl and Horst Bischof
Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[Paper] [Project Page] [Code]