Online Robustness Training for Deep Reinforcement Learning. - Marc Fischer 002; Matthew Mirman; Steven Stalder; Martin T. Vechev (CoRR, 2019)

What You See is What You Classify: Black Box Attributions. - Steven Stalder; Nathanaël Perraudin; Radhakrishna Achanta; Fernando Pérez-Cruz; Michele Volpi (NeurIPS, 2022)

An evaluation of deep learning models for predicting water depth evolution in urban floods. - Stefania Russo; Nathanaël Perraudin; Steven Stalder; Fernando Pérez-Cruz; João Paulo Leitão; Guillaume Obozinski; Jan Dirk Wegner (CoRR, 2023)

Self-supervised learning unveils change in urban housing from street-level images. - Steven Stalder; Michele Volpi; Nicolas Büttner; Stephen Law; Kenneth Harttgen; Esra Suel (CoRR, 2023)

Self-supervised learning unveils urban change from street-level images. - Steven Stalder; Michele Volpi; Nicolas Büttner; Stephen Law; Kenneth Harttgen; Esra Suel (Comput. Environ. Urban Syst., 2024)