Learning Disentangled Representations of Satellite Image Time Series. - Eduardo Hugo Sanchez; Mathieu Serrurier; Mathias Ortner (ECML/PKDD (3), 2019)

Learning Disentangled Representations via Mutual Information Estimation. - Eduardo Hugo Sanchez; Mathieu Serrurier; Mathias Ortner (ECCV (22), 2020)

Mutual Information Measure for Image Segmentation Using Few Labels. - Eduardo Hugo Sanchez; Mathieu Serrurier; Mathias Ortner (ECML/PKDD (4), 2020)

Read, look and detect: Bounding box annotation from image-caption pairs. - Eduardo Hugo Sanchez (CoRR, 2023)

The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach. - David Bertoin; Eduardo Hugo Sanchez; Mehdi Zouitine; Emmanuel Rachelson (CoRR, 2024)

Uncovering the genetic basis of glioblastoma heterogeneity through multimodal analysis of whole slide images and RNA sequencing data. - Ahmad Berjaoui; Eduardo Hugo Sanchez; Louis Roussel; Elizabeth Moyal Cohen-Jonathan (Artif. Intell. Medicine, 2025)