Giuseppe De Gregorio
Postdoctoral researcher in Computer Vision and Document Analysis with a PhD in Information Engineering (University of Salerno, Italy). My doctoral research focused on Word Spotting in historical handwritten documents, developing computer vision and deep learning techniques for detecting subwords (N-grams) within manuscripts. My current work focuses on handwriting recognition in low-resource scenarios, with emphasis on historical documents such as Ancient Greek papyri. I explore approaches including self-supervised learning, synthetic data generation, and in-context learning with vision-language models. I have also contributed to research on layout analysis, character clustering, and retrieval-based methods. I have published in peer-reviewed international venues (ICDAR, ICFHR, etc.) and co-organized initiatives (tutorials and workshops) at leading conferences in document analysis and machine learning.