2 papers
cs.SE2025
Unified Modeling Language Code Generation from Diagram Images Using Multimodal Large Language Models
Averi Bates, Ryan Vavricka, Shane Carleton +2
The Unified Modeling Language is a standardized visual language widely used for modeling and documenting the design of software systems. Although many tools generate UML diagrams f…
cs.CV2025
Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models
Paul Calle, Averi Bates, Justin C. Reynolds +10
Background and Objectives: The variability and biases in the real-world performance benchmarking of deep learning models for medical imaging compromise their trustworthiness for re…