|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
|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
|Adversarial examples for semantic image segmentation|
V Fischer, MC Kumar, JH Metzen, T Brox
arXiv preprint arXiv:1703.01101, 2017
|Deepusps: Deep robust unsupervised saliency prediction with self-supervision|
DT Nguyen, M Dax, CK Mummadi, TPN Ngo, THP Nguyen, Z Lou, T Brox
arXiv preprint arXiv:1909.13055, 2019
|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
|Real-time and embedded detection of hand gestures with an IMU-based glove|
CK Mummadi, FPP Leo, KD Verma, S Kasireddy, PM Scholl, J Kempfle, ...
Informatics 5 (2), 28, 2018
|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
|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
|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
|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, ...
arXiv preprint arXiv:2108.05779, 2021
|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