Chaithanya Kumar Mummadi

33 papers A* 8Journal 20Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FedRPCA: Enhancing Federated LoRA Aggregation Using Robust PCA. CoRR Divyansh Jhunjhunwala, Arian Raje, Madan Ravi Ganesh, Chaithanya Kumar Mummadi, Chaoqun Dong, Jiawei Zhou, Wan-Yi Lin, Gauri Joshi, Zhenzhen Li
2025	—	`conf`	Visual Self-Refinement for Autoregressive Models. EMNLP (Findings) Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Chen Qiu, Zhiqiang Tao
2025	J	`jnl`	Visual Self-Refinement for Autoregressive Models. CoRR Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Chen Qiu, Zhiqiang Tao
2024	J	`jnl`	AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models. Trans. Mach. Learn. Res. Jan Hendrik Metzen, Piyapat Saranrittichai, Chaithanya Kumar Mummadi
2024	A*	`conf`	Federated Text-driven Prompt Generation for Vision-Language Models. ICLR Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin
2024	A*	`conf`	PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts. ICLR Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang
2023	J	`jnl`	AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models. CoRR Jan Hendrik Metzen, Piyapat Saranrittichai, Chaithanya Kumar Mummadi
2023	J	`jnl`	More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes. CoRR Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang
2023	J	`jnl`	Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches. CoRR Aniruddha Saha, Shuhua Yu, Arash Norouzzadeh, Wan-Yi Lin, Chaithanya Kumar Mummadi
2023	J	`jnl`	Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches. Trans. Mach. Learn. Res. Aniruddha Saha, Shuhua Yu, Mohammad Sadegh Norouzzadeh, Wan-Yi Lin, Chaithanya Kumar Mummadi
2023	J	`jnl`	Text-driven Prompt Generation for Vision-Language Models in Federated Learning. CoRR Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin
2023	J	`jnl`	Zero-Shot Visual Classification with Guided Cropping. CoRR Piyapat Saranrittichai, Mauricio Munoz, Volker Fischer, Chaithanya Kumar Mummadi
2022	A*	`conf`	Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness. CVPR Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen
2022	J	`jnl`	Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness. CoRR Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen
2022	J	`jnl`	Multi-Attribute Open Set Recognition. CoRR Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
2022	—	`conf`	Multi-attribute Open Set Recognition. GCPR Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
2022	—	`conf`	Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. ECCV (25) Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
2022	J	`jnl`	Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain. CoRR Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer
2021	A*	`conf`	DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. ICCV Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer
2021	J	`jnl`	DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities. CoRR Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer
2021	A*	`conf`	Does enhanced shape bias improve neural network robustness to common corruptions? ICLR Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen
2021	J	`jnl`	Does enhanced shape bias improve neural network robustness to common corruptions? CoRR Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen
2021	J	`jnl`	Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation. CoRR Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen
2020	A*	`conf`	SELF: Learning to Filter Noisy Labels with Self-Ensembling. ICLR Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox
2019	J	`jnl`	DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision. CoRR Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox
2019	A*	`conf`	DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision. NeurIPS Duc Tam Nguyen, Maximilian Dax, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Zhongyu Lou, Thomas Brox
2019	A*	`conf`	Defending Against Universal Perturbations With Shared Adversarial Training. ICCV Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen
2019	—	`conf`	Group Pruning Using a Bounded-ℓ GCPR Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer
2019	J	`jnl`	Group Pruning using a Bounded-Lp norm for Group Gating and Regularization. CoRR Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer
2019	J	`jnl`	SELF: Learning to Filter Noisy Labels with Self-Ensembling. CoRR Duc Tam Nguyen, Chaithanya Kumar Mummadi, Thi-Phuong-Nhung Ngo, Thi Hoai Phuong Nguyen, Laura Beggel, Thomas Brox
2018	J	`jnl`	Defending against Universal Perturbations with Shared Adversarial Training. CoRR Chaithanya Kumar Mummadi, Thomas Brox, Jan Hendrik Metzen
2018	J	`jnl`	Real-Time and Embedded Detection of Hand Gestures with an IMU-Based Glove. Informatics Chaithanya Kumar Mummadi, Frederic Philips Peter Leo, Keshav Deep Verma, Shivaji Kasireddy, Philipp M. Scholl, Jochen Kempfle, Kristof Van Laerhoven
2017	—	`conf`	Real-time Embedded Recognition of Sign Language Alphabet Fingerspelling in an IMU-Based Glove. iWOAR Chaithanya Kumar Mummadi, Frederic Philips Peter Leo, Keshav Deep Verma, Shivaji Kasireddy, Philipp M. Scholl, Kristof Van Laerhoven