Xavier Fontaine

Quantitative Propagation of Chaos for SGD in Wide Neural Networks

2020 · HAL (Le Centre pour la Communication Scientifique Directe)

International audience

Multilingual Clinical NER: Translation or Cross-lingual Transfer?

2023 · arXiv (Cornell University)

Natural language tasks like Named Entity Recognition (NER) in the clinical domain on non-English texts can be very time-consuming and expensive due to the lack of annotated data. Cross-lingual transfer (CLT) is a way to …

CytoSyn: a Foundation Diffusion Model for Histopathology - Tech Report

2026 · HAL (Le Centre pour la Communication Scientifique Directe)

<div> Computational pathology has made significant progress in recent years, fueling advances in both fundamental disease understanding and clinically ready tools. This evolution is driven by the availability of large amounts of digitized slides and …