Publications

Eric Bezzam, Yohann Perron, Martin Vetterli (2025). Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction. IEEE Transactions on Computational Imaging.

Yohann Perron, Vladyslav Sydorov, Adam P. Wijker, Damian Evans, Christophe Pottier, Loic Landrieu (2024). Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era. NeurIPS24.

Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre D'Aspremont, Loic Landrieu, Phillipe Ciais (2024). Open-Canopy: Towards Very High Resolution Forest Monitoring. CVPR25.

Yohann Perron, Eric Bezzam, Martin Vetterli (2024). A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction. ICIP.

Niccolò Pancino, Yohann Perron, Pietro Bongini, Franco Scarselli (2022). Drug Side Effect Prediction with Deep Learning Molecular Embedding in a Graph-of-Graphs Domain. Mathematics.