| 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 | 431 | 2019 |
| 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 | 396 | 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 | 189 | 2019 |
| Adversarial examples for semantic image segmentation V Fischer, MC Kumar, JH Metzen, T Brox arXiv preprint arXiv:1703.01101, 2017 | 153 | 2017 |
| 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 | 118 | 2018 |
| 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 | 102 | 2021 |
| Device and method for determining a semantic segmentation and/or an instance segmentation of an image CK Mummadi, JH Metzen, R Hutmacher US Patent 12,243,283, 2025 | 81 | 2025 |
| 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 | 72 | 2019 |
| 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 | 65 | 2022 |
| 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 | 52 | 2021 |
| Federated text-driven prompt generation for vision-language models C Qiu, X Li, CK Mummadi, MR Ganesh, Z Li, L Peng, WY Lin The Twelfth International Conference on Learning Representations, 2024 | 38 | 2024 |
| 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 | 33 | 2017 |
| Text-driven prompt generation for vision-language models in federated learning C Qiu, X Li, CK Mummadi, MR Ganesh, Z Li, L Peng, WY Lin arXiv preprint arXiv:2310.06123, 2023 | 24 | 2023 |
| PerceptionCLIP: Visual classification by inferring and conditioning on contexts B An, S Zhu, MA Panaitescu-Liess, CK Mummadi, F Huang arXiv preprint arXiv:2308.01313, 2023 | 19* | 2023 |
| 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 | 15 | 2021 |
| More context, less distraction: Visual classification by inferring and conditioning on contextual attributes B An, S Zhu, MA Panaitescu-Liess, CK Mummadi, F Huang arXiv preprint arXiv:2308.01313, 7368-7377, 2023 | 11 | 2023 |
| 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 European Conference on Computer Vision, 294-309, 2022 | 10 | 2022 |
| 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 | 9 | 2019 |
| Revisiting image classifier training for improved certified robust defense against adversarial patches A Saha, S Yu, A Norouzzadeh, WY Lin, CK Mummadi arXiv preprint arXiv:2306.12610, 2023 | 7 | 2023 |
| Multi-attribute open set recognition P Saranrittichai, CK Mummadi, C Blaiotta, M Munoz, V Fischer DAGM German Conference on Pattern Recognition, 101-115, 2022 | 7 | 2022 |
Jan Hendrik MetzenAleph Alpha ResearchVerified email at aleph-alpha-ip.ai
