5 papers
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…
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…
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…
Polyhedra Circuits and Their Applications
Bin Fu, Pengfei Gu, Yuming Zhao
We introduce polyhedra circuits. Each polyhedra circuit characterizes a geometric region in . They can be applied to represent a rich class of geometric objects, whic…
Approximate Set Union Via Approximate Randomization
Bin Fu, Pengfei Gu, Yuming Zhao
We develop an randomized approximation algorithm for the size of set union problem $\arrowvert A_1\cup A_2\cup...\cup A_m\arrowvert$, which given a list of sets with…