Chaithanya Kumar Mummadi

According to our database, Chaithanya Kumar Mummadi authored at least 24 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated Text-driven Prompt Generation for Vision-Language Models.

Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts.

Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches.

Aniruddha Saha, Shuhua Yu, Mohammad Sadegh Norouzzadeh, Wan-Yi Lin, Chaithanya Kumar Mummadi

Trans. Mach. Learn. Res., 2023

Text-driven Prompt Generation for Vision-Language Models in Federated Learning.

Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin

CoRR, 2023

AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models.

Jan Hendrik Metzen, Piyapat Saranrittichai, Chaithanya Kumar Mummadi

CoRR, 2023

Zero-Shot Visual Classification with Guided Cropping.

Piyapat Saranrittichai, Mauricio Munoz, Volker Fischer, Chaithanya Kumar Mummadi

CoRR, 2023

More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes.

Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang

CoRR, 2023

Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches.

Aniruddha Saha, Shuhua Yu, Arash Norouzzadeh, Wan-Yi Lin, Chaithanya Kumar Mummadi

CoRR, 2023

2022

Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain.

Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer

Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-attribute Open Set Recognition.

Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer

Proceedings of the Pattern Recognition, 2022

Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness.

Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation.

Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen

CoRR, 2021

Does enhanced shape bias improve neural network robustness to common corruptions?

Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen

Proceedings of the 9th International Conference on Learning Representations, 2021

DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities.

Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

SELF: Learning to Filter Noisy Labels with Self-Ensembling.

Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision.

Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox

CoRR, 2019

Group Pruning using a Bounded-Lp norm for Group Gating and Regularization.

Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer

CoRR, 2019

DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision.

Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Defending Against Universal Perturbations With Shared Adversarial Training.

Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Group Pruning Using a Bounded-ℓ_p Norm for Group Gating and Regularization.

Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer

Proceedings of the Pattern Recognition, 2019

2018

Real-Time and Embedded Detection of Hand Gestures with an IMU-Based Glove.

Chaithanya Kumar Mummadi, Frederic Philips Peter Leo, Keshav Deep Verma, Shivaji Kasireddy, Philipp M. Scholl, Jochen Kempfle, Kristof Van Laerhoven

Informatics, 2018

2017

Real-time Embedded Recognition of Sign Language Alphabet Fingerspelling in an IMU-Based Glove.

Chaithanya Kumar Mummadi, Frederic Philips Peter Leo, Keshav Deep Verma, Shivaji Kasireddy, Philipp Marcel Scholl, Kristof Van Laerhoven

Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, 2017

Adversarial Examples for Semantic Image Segmentation.

Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox

Proceedings of the 5th International Conference on Learning Representations, 2017

Universal Adversarial Perturbations Against Semantic Image Segmentation.

Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer

Proceedings of the IEEE International Conference on Computer Vision, 2017