Chaithanya Kumar Mummadi
Chaithanya Kumar Mummadi
Research Engineer, Bosch Cener for Artificial Intelligence, Robert Bosch GmbH, Germany
Verified email at de.bosch.com
Title
Cited by
Cited by
Year
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
2012017
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
952019
Adversarial examples for semantic image segmentation
V Fischer, MC Kumar, JH Metzen, T Brox
arXiv preprint arXiv:1703.01101, 2017
842017
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
312019
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
272019
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
272018
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
152017
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
42019
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
22021
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
12021
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
12021
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