Ikuti
Chaithanya Kumar Mummadi
Chaithanya Kumar Mummadi
Machine Learning Research Scientist, Bosch Center for Artificial Intelligence, Robert Bosch LLC, USA
Email yang diverifikasi di bosch.com
Judul
Dikutip oleh
Dikutip oleh
Tahun
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
3802019
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
3712017
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
1672019
Adversarial examples for semantic image segmentation
V Fischer, MC Kumar, JH Metzen, T Brox
arXiv preprint arXiv:1703.01101, 2017
1492017
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
1062018
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
732021
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
692019
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
442022
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
432021
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
342017
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
112021
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
10*2023
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
82023
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
82022
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
72023
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
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
62024
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
42023
More context, less distraction: Improving zero-shot inference of clip by inferring and describing spurious features
B An, S Zhu, MA Panaitescu-Liess, CK Mummadi, F Huang
Workshop on Efficient Systems for Foundation Models@ ICML2023, 2023
42023
Multi-attribute open set recognition
P Saranrittichai, CK Mummadi, C Blaiotta, M Munoz, V Fischer
DAGM German Conference on Pattern Recognition, 101-115, 2022
42022
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