Completed

DVMM Lab

Machine Learning

YOLOv3BERTAdaBoost

Built a phrase-grounding pipeline using YOLOv3 and BERT to extract and link images and captions from research papers, reaching 85% accuracy, then constructed a searchable knowledge graph from the results. Also classified dosage-response curves from the extracted features, reaching 92.7% accuracy with AdaBoost.