3 papers
eess.IV2025
White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection
Jose Angel Nuñez, Fabian Vazquez, Diego Adame +3
Colorectal cancer is one of the deadliest cancers today, but it can be prevented through early detection of malignant polyps in the colon, primarily via colonoscopies. While this m…
cs.SE2025
GenAI for Simulation Model in Model-Based Systems Engineering
Lin Zhang, Yuteng Zhang, Dusit Niyato +6
Generative AI (GenAI) has demonstrated remarkable capabilities in code generation, and its integration into complex product modeling and simulation code generation can significantl…
cs.CV2025
Exploring Transfer Learning for Deep Learning Polyp Detection in Colonoscopy Images Using YOLOv8
Fabian Vazquez, Jose Angel Nuñez, Xiaoyan Fu +2
Deep learning methods have demonstrated strong performance in objection tasks; however, their ability to learn domain-specific applications with limited training data remains a sig…