Chaithanya Kumar Mummadi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Benchmark Suite

Visual Classification

Top Venues

Publications

Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang
PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts. ICLR (2024)
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)
Piyapat Saranrittichai, Mauricio Munoz, Volker Fischer, Chaithanya Kumar Mummadi
Zero-Shot Visual Classification with Guided Cropping. CoRR (2023)
Jan Hendrik Metzen, Piyapat Saranrittichai, Chaithanya Kumar Mummadi
AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models. CoRR (2023)
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)
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 (2023)
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 (2023)
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 (2023)
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 (2022)
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)
Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
Multi-attribute Open Set Recognition. GCPR (2022)
Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
Multi-Attribute Open Set Recognition. CoRR (2022)
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 (2022)
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)
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 (2021)
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)
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 (2021)
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 (2021)
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)
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)
Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer
Norm for Group Gating and Regularization. GCPR (2019)
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)
Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen
Defending Against Universal Perturbations With Shared Adversarial Training. ICCV (2019)
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 (2019)
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 (2019)
Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer
Group Pruning using a Bounded-Lp norm for Group Gating and Regularization. CoRR (2019)
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) (2018)
Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen
Defending against Universal Perturbations with Shared Adversarial Training. CoRR (2018)
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)