Ramya Hebbalaguppe

1. A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration
   2022/03/25 by Ramya Hebbalaguppe, Hebbalaguppe, Ramya, Jatin Prakash +5 · 5 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Calibrating Deep Neural Networks using Explicit Regularisation and Dynamic Data Pruning
   2022/12/20 by Ramya Hebbalaguppe, Hebbalaguppe, Ramya, Rishabh Patra +7 · 4 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 and Data Classification
3. PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation
   2021/10/31 by Mrinal Rawat, Ramya Hebbalaguppe, Rawat, Mrinal +3 · 1 citation
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
4. LoMOE: Localized Multi-Object Editing via Multi-Diffusion
   2024/03/01 by Goirik Chakrabarty, Chakrabarty, Goirik, Aditya Chandrasekar +5 · 1 citation
   Computer Science · Engineering · #Advanced Data Storage Technologies #Digital Rights Management and Security #Modular Robots and Swarm Intelligence
5. Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration
   2025/06/28 by Ramya Hebbalaguppe, Tamoghno Kandar, Hebbalaguppe, Ramya +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #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. When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs
   2026/07/28 by Tanay Sodha, Aditya Sharma, Ramya Hebbalaguppe +2
   #cs.CV #cs.AI #cs.LG