2 papers
cs.CV2026
MedProbCLIP: Probabilistic Adaptation of Vision-Language Foundation Model for Reliable Radiograph-Report Retrieval
Ahmad Elallaf, Yu Zhang, Yuktha Priya Masupalli +4
Vision-language foundation models have emerged as powerful general-purpose representation learners with strong potential for multimodal understanding, but their deterministic embed…
cs.CV2025
Beta Distribution Learning for Reliable Roadway Crash Risk Assessment
Ahmad Elallaf, Nathan Jacobs, Xinyue Ye +2
Roadway traffic accidents represent a global health crisis, responsible for over a million deaths annually and costing many countries up to 3% of their GDP. Traditional traffic saf…