Aditya Sharma
- MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
2025/05/26 by Suhana Bedi, Hejie Cui, Bedi, Suhana +153 · 25 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- WikiWhy: Answering and Explaining Cause-and-Effect Questions
2022/10/21 by Matthew Ho, Aditya Sharma, Ho, Matthew +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning
2017/01/16 by Aditya Sharma, Nikolas Wolfe, Sharma, Aditya +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- OCTO+: A Suite for Automatic Open-Vocabulary Object Placement in Mixed Reality
2024/01/17 by Aditya Sharma, Luke Yoffe, Sharma, Aditya +3 · 3 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
- Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts
2024/06/24 by Aditya Sharma, Michael Saxon, Sharma, Aditya +3 · 3 citations
Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
- Multi-Modal Model Predictive Control through Batch Non-Holonomic Trajectory Optimization: Application to Highway Driving
2021/09/21 by Vivek K. Adajania, Adajania, Vivek K., Aditya Sharma +9 · 1 citation
Computer Science · Engineering · #Robotic Path Planning Algorithms #Autonomous Vehicle Technology and Safety #Advanced Control Systems Optimization
- Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2)
2024/04/05 by Michael Saxon, Fatima Jahara, Saxon, Michael +9 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management #Topic Modeling
- UnifyFL: Enabling Decentralized Cross-Silo Federated Learning
2025/04/26 by S Sarang, Druva Dhakshinamoorthy, S, Sarang +10 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- 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