| 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 | 283 | 2017 |
| Self: Learning to filter noisy labels with self-ensembling DT Nguyen, CK Mummadi, TPN Ngo, THP Nguyen, L Beggel, T Brox arXiv preprint arXiv:1910.01842, 2019 | 229 | 2019 |
| Adversarial examples for semantic image segmentation V Fischer, MC Kumar, JH Metzen, T Brox arXiv preprint arXiv:1703.01101, 2017 | 114 | 2017 |
| Deepusps: Deep robust unsupervised saliency prediction via self-supervision T Nguyen, M Dax, CK Mummadi, N Ngo, THP Nguyen, Z Lou, T Brox Advances in Neural Information Processing Systems 32, 2019 | 102 | 2019 |
| Real-time and embedded detection of hand gestures with an IMU-based glove CK Mummadi, F Philips Peter Leo, K Deep Verma, S Kasireddy, ... Informatics 5 (2), 28, 2018 | 59 | 2018 |
| Defending against universal perturbations with shared adversarial training CK Mummadi, T Brox, JH Metzen Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 54 | 2019 |
| Test-time adaptation to distribution shift by confidence maximization and input transformation CK Mummadi, R Hutmacher, K Rambach, E Levinkov, T Brox, JH Metzen arXiv preprint arXiv:2106.14999, 2021 | 24 | 2021 |
| Real-time embedded recognition of sign language alphabet fingerspelling in an imu-based glove CK Mummadi, FPP Leo, KD Verma, S Kasireddy, PM Scholl, ... Proceedings of the 4th international Workshop on Sensor-based Activity …, 2017 | 24 | 2017 |
| 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 | 22 | 2021 |
| Method and device for improving the robustness against “adversarial examples” CK Mummadi, JH Metzen, V Fischer US Patent 11,055,632, 2021 | 14 | 2021 |
| Give me your attention: Dot-product attention considered harmful for adversarial patch robustness G Lovisotto, N Finnie, M Munoz, CK Mummadi, JH Metzen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 10 | 2022 |
| 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 | 6 | 2021 |
| Group Pruning Using a Bounded- Norm for Group Gating and Regularization CK Mummadi, T Genewein, D Zhang, T Brox, V Fischer Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund …, 2019 | 6 | 2019 |
| 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 Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022 | 1 | 2022 |
| Multi-attribute Open Set Recognition P Saranrittichai, CK Mummadi, C Blaiotta, M Munoz, V Fischer Pattern Recognition: 44th DAGM German Conference, DAGM GCPR 2022, Konstanz …, 2022 | 1 | 2022 |
| Device and method for determining a semantic segmentation and/or an instance segmentation of an image CK Mummadi, JH Metzen, R Hutmacher US Patent App. 17/894,358, 2023 | | 2023 |
| Image classifier with lesser requirement for labelled training data P Saranrittichai, AMM Delgado, CK Mummadi, C Blaiotta, V Fischer US Patent App. 17/861,440, 2023 | | 2023 |
| Device and method to adapt a pretrained machine learning system to target data that has different distribution than the training data without the necessity of human annotations … CK Mummadi, E Levinkov, JH Metzen, K Rambach, R Hutmacher US Patent App. 17/747,361, 2022 | | 2022 |
| Device and method for training a classifier using an invertible factorization model V Fischer, CK Mummadi, T Pfeil US Patent App. 17/448,110, 2022 | | 2022 |
| Data-based updating of the training of classifier networks CK Mummadi, JH Metzen, K Rambach, R Hutmacher US Patent App. 17/479,161, 2022 | | 2022 |
Jan Hendrik MetzenBosch Center for Artificial IntelligenceVerified email at de.bosch.com
