Faculty
Mario Fritz is a faculty at the CISPA Helmholtz Center for Information Security, an honorary professor at Saarland University, and a fellow of the European Laboratory for Learning and Intelligent Systems (ELLIS).
Until 2018, he led a research group at the Max Planck Institute for Computer Science.
Previously, he was a PostDoc at the International Computer Science Institute (ICSI) and UC Berkeley after receiving his PhD from TU Darmstadt and studying computer science at FAU Erlangen-Nuremberg.
He is currently coordinating and leading the EU funded network of excellence "ELSA - European Lighthouse on Secure and Safe AI", among other projects.
His research focuses on trustworthy artificial intelligence, especially at the intersection of information security and machine learning.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Natural and Effective Obfuscation by Head Inpainting
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Disentangled Person Image Generation
International Conference on Learning Representations (ICLR) Explainable AI: Interpreting, Explaining and Visualizing Deep Learning
European Conference on Computer Vision (ECCV)
IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) It's Written all Over Your Face: Full-Face Appearance-Based Gaze Estimation
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Exploiting Saliency for Object Segmentation from Image Level Labels
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) A Domain Based Approach to Social Relation Recognition
German Conference on Pattern Recognition (GCPR) Learning Dilation Factors for Semantic Segmentation of Street Scenes
IEEE International Conference on Computer Vision (ICCV) Ask Your Neurons: A Neural-Based Approach to Answering Questions About Images