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ORCIDChaithanya Kumar Mummadi
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2020 – today
- 2024
[c14]Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang:
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts. ICLR 2024- [c13]Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin:
Federated Text-driven Prompt Generation for Vision-Language Models. ICLR 2024 - 2023
- [j2]Aniruddha Saha, Shuhua Yu, Mohammad Sadegh Norouzzadeh, Wan-Yi Lin, Chaithanya Kumar Mummadi:
Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches. Trans. Mach. Learn. Res. 2023 (2023) - [i17]Aniruddha Saha, Shuhua Yu, Arash Norouzzadeh, Wan-Yi Lin, Chaithanya Kumar Mummadi:
Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches. CoRR abs/2306.12610 (2023) - [i16]Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang:
More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes. CoRR abs/2308.01313 (2023) - [i15]Piyapat Saranrittichai, Mauricio Munoz, Volker Fischer, Chaithanya Kumar Mummadi:
Zero-Shot Visual Classification with Guided Cropping. CoRR abs/2309.06581 (2023) - [i14]Jan Hendrik Metzen, Piyapat Saranrittichai, Chaithanya Kumar Mummadi:
AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models. CoRR abs/2309.16414 (2023) - [i13]Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin:
Text-driven Prompt Generation for Vision-Language Models in Federated Learning. CoRR abs/2310.06123 (2023) - 2022
- [c12]Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen:
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness. CVPR 2022: 15213-15222 - [c11]Piyapat Saranrittichai
, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Multi-attribute Open Set Recognition. GCPR 2022: 101-115 - [c10]Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. ECCV (25) 2022: 294-309 - [i12]Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen:
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness. CoRR abs/2203.13639 (2022) - [i11]Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. CoRR abs/2207.10002 (2022) - [i10]Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer:
Multi-Attribute Open Set Recognition. CoRR abs/2208.06809 (2022) - 2021
- [c9]Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer:
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. ICCV 2021: 10635-10644 - [c8]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 - [i9]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? CoRR abs/2104.09789 (2021) - [i8]Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen:
Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation. CoRR abs/2106.14999 (2021) - [i7]Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer:
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. CoRR abs/2108.05779 (2021) - 2020
- [c7]Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox:
SELF: Learning to Filter Noisy Labels with Self-Ensembling. ICLR 2020
2010 – 2019
- 2019
- [c6]Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer:
Group Pruning Using a Bounded-ℓp Norm for Group Gating and Regularization. GCPR 2019: 139-155 - [c5]Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen:
Defending Against Universal Perturbations With Shared Adversarial Training. ICCV 2019: 4927-4936 - [c4]Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox:
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision. NeurIPS 2019: 204-214 - [i6]Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer:
Group Pruning using a Bounded-Lp norm for Group Gating and Regularization. CoRR abs/1908.03463 (2019) - [i5]Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox:
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision. CoRR abs/1909.13055 (2019) - [i4]Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox:
SELF: Learning to Filter Noisy Labels with Self-Ensembling. CoRR abs/1910.01842 (2019) - 2018
- [j1]Chaithanya Kumar Mummadi, Frederic Philips Peter Leo, Keshav Deep Verma, Shivaji Kasireddy, Philipp M. Scholl, Jochen Kempfle, Kristof Van Laerhoven:
Real-Time and Embedded Detection of Hand Gestures with an IMU-Based Glove. Informatics 5(2): 28 (2018) - [i3]Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen:
Defending against Universal Perturbations with Shared Adversarial Training. CoRR abs/1812.03705 (2018) - 2017
- [c3]Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer:
Universal Adversarial Perturbations Against Semantic Image Segmentation. ICCV 2017: 2774-2783 - [c2]Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox:
Adversarial Examples for Semantic Image Segmentation. ICLR (Workshop) 2017 - [c1]Chaithanya Kumar Mummadi, Frederic Philips Peter Leo, Keshav Deep Verma, Shivaji Kasireddy, Philipp Marcel Scholl, Kristof Van Laerhoven:
Real-time Embedded Recognition of Sign Language Alphabet Fingerspelling in an IMU-Based Glove. iWOAR 2017: 11:1-11:6 - [i2]Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox:
Adversarial Examples for Semantic Image Segmentation. CoRR abs/1703.01101 (2017) - [i1]Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer:
Universal Adversarial Perturbations Against Semantic Image Segmentation. CoRR abs/1704.05712 (2017)
Coauthor Index
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