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Volker Fischer
Volker Fischer
Bosch Center for Artificial Intelligence
Bestätigte E-Mail-Adresse bei de.bosch.com
Titel
Zitiert von
Zitiert von
Jahr
On detecting adversarial perturbations
JH Metzen, T Genewein, V Fischer, B Bischoff
arXiv preprint arXiv:1702.04267, 2017
11142017
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
5642020
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
3332017
Multispectral Pedestrian Detection using Deep Fusion Convolutional Neural Networks.
J Wagner, V Fischer, M Herman, S Behnke
ESANN, 2016
2802016
Adversarial examples for semantic image segmentation
V Fischer, MC Kumar, JH Metzen, T Brox
arXiv preprint arXiv:1703.01101, 2017
1362017
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
442019
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
332021
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
332015
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
302013
Method and device for improving the robustness against “adversarial examples”
CK Mummadi, JH Metzen, V Fischer
US Patent 11,055,632, 2021
262021
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
232016
Method and device for improving the robustness with respect to “adversarial examples”
CK Mummadi, JH Metzen, V Fischer
US Patent 10,824,122, 2020
222020
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
142021
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
142018
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
112019
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
82021
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
72019
On detecting adversarial perturbations
J Hendrik Metzen, T Genewein, V Fischer, B Bischoff
ArXiv e-prints, arXiv: 1702.04267, 2017
72017
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
62022
Contrasting quadratic assignments for set-based representation learning
A Moskalev, I Sosnovik, V Fischer, A Smeulders
arXiv preprint arXiv:2205.15814, 2022
62022
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