From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring. - Florent Forest; Hugo Porta; Devis Tuia; Olga Fink (CoRR, 2023)

Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation. - Hugo Porta; Emanuele Dalsasso; Diego Marcos; Devis Tuia (WACV, 2025)

CanadaFireSat: Toward high-resolution wildfire forecasting with multiple modalities. - Hugo Porta; Emanuele Dalsasso; Jessica L. McCarty; Devis Tuia (CoRR, 2025)