Chaithanya Kumar Mummadi

1. SELF: Learning to Filter Noisy Labels with Self-Ensembling
   2019/10/04 by Duc Tam Nguyen, Nguyen, Duc Tam, Chaithanya Kumar Mummadi +9 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Text-driven Prompt Generation for Vision-Language Models in Federated Learning
   2023/10/09 by Qiu Chen, Xingyu Li, Qiu, Chen +11 · 6 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
3. Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness
   2022/03/25 by Giulio Lovisotto, Lovisotto, Giulio, Nicole Finnie +7 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #68T07 #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4
4. Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation
   2021/06/28 by Chaithanya Kumar Mummadi, Robin Hutmacher, Mummadi, Chaithanya Kumar +9 · 4 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
5. PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts
   2023/08/02 by Bang An, Sicheng Zhu, An, Bang +7 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
6. Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches
   2023/06/22 by Aniruddha Saha, Saha, Aniruddha, Shuhua Yu +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Group Pruning using a Bounded-Lp norm for Group Gating and Regularization
   2019/08/09 by Chaithanya Kumar Mummadi, Mummadi, Chaithanya Kumar, Tim Genewein +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)