2 papers
cs.LG2025
What's Inside Your Diffusion Model? A Score-Based Riemannian Metric to Explore the Data Manifold
Simone Azeglio, Arianna Di Bernardo
Recent advances in diffusion models have demonstrated their remarkable ability to capture complex image distributions, but the geometric properties of the learned data manifold rem…
cs.CL2021
Latin writing styles analysis with Machine Learning: New approach to old questions
Arianna Di Bernardo, Simone Poetto, Pietro Sillano +4
In the Middle Ages texts were learned by heart and spread using oral means of communication from generation to generation. Adaptation of the art of prose and poems allowed keeping…