Foundation models in ophthalmology
Recording · Sep 6, 2023
Pearse Keane, University College London and Moorfields Eye Hospital NHS Foundation Trust
A Riemannian Geometry Perspective on Foundation Models
Machine Learning seminar by Rex Ying, Yale University
Hosted by Oden Institute for Computational Engineering and Sciences, UT Austin
Tuesday 15:30 Chicago (GMT-5)
Starts in 8 days
POB and Zoom
Abstract
Oden Institute Seminar by Rex Ying (Yale University) on how non-Euclidean geometries, particularly hyperbolic geometry, can enhance foundation models by better capturing hierarchies and symmetries in real-world data, with applications across Transformers, language model training, multimodal systems, and recommender systems.