🎉 Congratulations to relAI PhD student Inés Rosellón-Inclán for winning the Best Poster Award at the ERASMUS+ International PhD Summer School on Mathematics and Machine Learning for Image Analysis for her work CHEM: Estimating and Understanding Hallucinations in Deep Learning for Image Processing
The summer school took place in Bologna from June 9 to June 17, 2026, and was a fantastic opportunity for young PhD students and researchers to explore the exciting connections between imaging sciences and machine/deep learning.
In her poster, Inés introduced 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 identifies realistic-looking artifacts that aren’t present in the ground truth in a way that doesn’t depend on distribution.
👉Link to article: https://arxiv.org/abs/2512.09806
