19 Jun 2026
Our PhD student Inés Rosellón Inclán attended the ERASMUS+ International PhD Summer School "Mathematics and Machine Learning for Image Analysis" at the University of Bologna.
Our PhD student Inés Rosellón Inclán attended the ERASMUS+ International PhD Summer School "Mathematics and Machine Learning for Image Analysis" at the University of Bologna. The summer school brought together researchers from a broad network of European partner universities around the intersection of applied mathematics, machine learning, and imaging — a great fit for Inés's research on trustworthy image reconstruction, and a valuable opportunity to exchange ideas and discuss ongoing work.
During the poster session, Inés presented our recent work on CHEM (Conformal Hallucination Estimation Metric): a method for detecting and quantifying hallucinations in image reconstruction models. By combining wavelet and shearlet representations with conformalized quantile regression, CHEM flags realistic-looking artifacts that are not present in the ground truth, in a distribution-free way.
We are delighted to share that Inés received the Best Poster Presentation Award at the event. Congratulations!
👉 Read the full paper
Authors: Jianfei Li, Inés Rosellón Inclán, Gitta Kutyniok, and Jean-Luc Starck