Kumar, Ashwin

1. Merlin: A Computed Tomography Vision-Language Foundation Model and Dataset
   2024/06/10 by Louis Blankemeier, Blankemeier, Louis, Ashwin Kumar +68 · 25 citations
   Computer Science · Earth and Planetary Sciences · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
2. Detecting Prefix Bias in LLM-based Reward Models
   2025/05/13 by Kumar, Ashwin, He, Yuzi, Markosyan, Aram H. +2 · 3 citations
   Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Ethics and Social Impacts of AI
3. DECAF: Learning to be Fair in Multi-agent Resource Allocation
   2025/02/06 by William Yeoh, Kumar, Ashwin, Yeoh, William · 2 citations
   Computer Science · Decision Sciences · #Auction Theory and Applications #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
4. Dialectical Reconciliation via Structured Argumentative Dialogues
   2023/06/26 by Vasileiou, Stylianos Loukas, Kumar, Ashwin, Yeoh, William +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Logic in Computer Science (cs.LO)
5. MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
   2025/02/20 by Maya Varma, Varma, Maya, Ashwin S. Kumar +17 · 1 citation
   Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
6. Deep Learning-Based Prediction of PET Amyloid Status Using Multi-Contrast MRI
   2024/11/18 by Donghoon Kim, Kim, Donghoon, Jon Andre Ottesen +13 · 1 citation
   Medicine · Neuroscience · #Brain Tumor Detection and Classification #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering