Yohann Perron

According to our database, Yohann Perron authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer.

David Picard, Nicolas Dufour, Lucas Degeorge, Arijit Ghosh, Davide Allegro, Tom Ravaud, Yohann Perron, Corentin Sautier, Zeynep Sonat Baltaci, Fei Meng, Syrine Kalleli, Marta López-Rauhut, Thibaut Loiseau, Ségolène Albouy, Raphaël Baena, Elliot Vincent, Loïc Landrieu

CoRR, April, 2026

Adapting Vision Transformers to Ultra-High Resolution Semantic Segmentation with Relay Tokens.

Yohann Perron, Vladyslav Sydorov, Christophe Pottier, Loïc Landrieu

Trans. Mach. Learn. Res., 2026

2025

Towards Robust and Generalizable Lensless Imaging With Modular Learned Reconstruction.

Eric Bezzam, Yohann Perron, Martin Vetterli

IEEE Trans. Computational Imaging, 2025

Open-Canopy: Towards Very High Resolution Forest Monitoring.

Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Open-Canopy: A Country-Scale Benchmark for Canopy Height Estimation at Very High Resolution.

Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais

CoRR, 2024

Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era.

Yohann Perron, Vladyslav Sydorov, Adam P. Wijker, Damian Evans, Christophe Pottier, Loïc Landrieu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction.

Yohann Perron, Eric Bezzam, Martin Vetterli

Proceedings of the IEEE International Conference on Image Processing, 2024