Noel Codella

P2L: Predicting Transfer Learning for Images and Semantic Relations

2020

We describe an efficient method to accurately estimate the effectiveness of a previously trained deep learning model for use in a new learning task. We use this method, "Predict To Learn" (P2L), to predict the …

CancerGUIDE: Cancer Guideline Understanding via Internal Disagreement Estimation

2025 · arXiv (Cornell University)

The National Comprehensive Cancer Network (NCCN) provides evidence-based guidelines for cancer treatment. Translating complex patient presentations into guideline-compliant treatment recommendations is time-intensive, requires specialized expertise, and is prone to error. Advances in large language model …