On detecting adversarial perturbations JH Metzen, T Genewein, V Fischer, B Bischoff arXiv preprint arXiv:1702.04267, 2017 | 1202 | 2017 |
SE (3)-transformers: 3D roto-translation equivariant attention networks F Fuchs, D Worrall, V Fischer, M Welling Advances in Neural Information Processing Systems 33, 2020 | 712 | 2020 |
Universal adversarial perturbations against semantic image segmentation J Hendrik Metzen, M Chaithanya Kumar, T Brox, V Fischer Proceedings of the IEEE International Conference on Computer Vision, 2755-2764, 2017 | 361 | 2017 |
Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks. J Wagner, V Fischer, M Herman, S Behnke ESANN, 2016 | 319 | 2016 |
Adversarial examples for semantic image segmentation V Fischer, MC Kumar, JH Metzen, T Brox arXiv preprint arXiv:1703.01101, 2017 | 148 | 2017 |
Grid saliency for context explanations of semantic segmentation L Hoyer, M Munoz, P Katiyar, A Khoreva, V Fischer Advances in Neural Information Processing Systems, 6462-6473, 2019 | 57 | 2019 |
Does enhanced shape bias improve neural network robustness to common corruptions? CK Mummadi, R Subramaniam, R Hutmacher, J Vitay, V Fischer, ... arXiv preprint arXiv:2104.09789, 2021 | 40 | 2021 |
Inverse reinforcement learning of behavioral models for online-adapting navigation strategies M Herman, V Fischer, T Gindele, W Burgard 2015 IEEE International Conference on Robotics and Automation (ICRA), 3215-3222, 2015 | 34 | 2015 |
Neural correlates of spatial working memory load in a delayed match-to-sample saccade task M Raabe, V Fischer, D Bernhardt, MW Greenlee NeuroImage 71, 84-91, 2013 | 31 | 2013 |
Method and device for improving the robustness with respect to “adversarial examples” CK Mummadi, JH Metzen, V Fischer US Patent 10,824,122, 2020 | 27 | 2020 |
Projection unit for a self-directing mobile platform, transport robot and method for operating a self-directing mobile platform I Suessemilch, C Rohrer, R Roesch, C Guenther, Y Von Collani, S Linder, ... US Patent 9,508,235, 2016 | 24 | 2016 |
Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors J Bechtold, M Tatarchenko, V Fischer, T Brox Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 18 | 2021 |
The streaming rollout of deep networks-towards fully model-parallel execution V Fischer, J Köhler, T Pfeil Advances in Neural Information Processing Systems 31, 4039-4050, 2018 | 16 | 2018 |
Short-term prediction and multi-camera fusion on semantic grids L Hoyer, P Kesper, A Khoreva, V Fischer Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 12 | 2019 |
Diagvib-6: A diagnostic benchmark suite for vision models in the presence of shortcut and generalization opportunities E Eulig, P Saranrittichai, CK Mummadi, K Rambach, W Beluch, X Shi, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 10 | 2021 |
Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain P Saranrittichai, CK Mummadi, C Blaiotta, M Munoz, V Fischer arXiv preprint arXiv:2207.10002, 2022 | 8 | 2022 |
Contrasting quadratic assignments for set-based representation learning A Moskalev, I Sosnovik, V Fischer, A Smeulders arXiv preprint arXiv:2205.15814, 2022 | 8 | 2022 |
On detecting adversarial perturbations J Hendrik Metzen, T Genewein, V Fischer, B Bischoff ArXiv e-prints, arXiv: 1702.04267, 2017 | 8 | 2017 |
Group Pruning Using a Bounded- Norm for Group Gating and Regularization CK Mummadi, T Genewein, D Zhang, T Brox, V Fischer German Conference on Pattern Recognition, 139-155, 2019 | 7 | 2019 |
Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis IR Keck, V Fischer, CG Puntonet, EW Lang International Conference on Independent Component Analysis and Signal …, 2009 | 5 | 2009 |