CARRADA Dataset: Camera and Automotive Radar with Range- Angle- Doppler Annotations. - Arthur Ouaknine; Alasdair Newson; Julien Rebut; Florence Tupin; Patrick Pérez (ICPR, 2020)

Multi-View Radar Semantic Segmentation. - Arthur Ouaknine; Alasdair Newson; Patrick Pérez; Florence Tupin; Julien Rebut (ICCV, 2021)

Raw High-Definition Radar for Multi-Task Learning. - Julien Rebut; Arthur Ouaknine; Waqas Malik; Patrick Pérez (CVPR, 2022)

Deep learning for radar data exploitation of autonomous vehicle. - Arthur Ouaknine (CoRR, 2022)

Deep learning for radar data exploitation of autonomous vehicle. (Apprentissage profond pour l'exploitation de données radar dans la conduite autonome). - Arthur Ouaknine (2022)

OpenForest: A data catalogue for machine learning in forest monitoring. - Arthur Ouaknine; Teja Kattenborn; Etienne Laliberté; David Rolnick (CoRR, 2023)

FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation models. - Nikolaos-Ioannis Bountos; Arthur Ouaknine; David Rolnick (CoRR, 2023)

CARRADA. - Arthur Ouaknine (IEEE DataPort, 2023)

Tree semantic segmentation from aerial image time series. - Venkatesh Ramesh; Arthur Ouaknine; David Rolnick (CoRR, 2024)

FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring. - Nikolaos-Ioannis Bountos; Arthur Ouaknine; Ioannis Papoutsis; David Rolnick (AAAI, 2025)

Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery. - Mélisande Teng; Arthur Ouaknine; Etienne Laliberté; Yoshua Bengio; David Rolnick; Hugo Larochelle (CoRR, 2025)

Bringing SAM to new heights: Leveraging elevation data for tree crown segmentation from drone imagery. - Mélisande Teng; Arthur Ouaknine; Etienne Laliberté; Yoshua Bengio; David Rolnick; Hugo Larochelle (CoRR, 2025)

SelvaBox: A high-resolution dataset for tropical tree crown detection. - Hugo Baudchon; Arthur Ouaknine; Martin Weiss; Mélisande Teng; Thomas R. Walla; Antoine Caron-Guay; Christopher Pal; Etienne Laliberté (CoRR, 2025)

GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction. - Eya Cherif; Arthur Ouaknine; Luke A. Brown; Phuong D. Dao; Kyle R. Kovach; Bing Lu; Daniel Mederer; Hannes Feilhauer; Teja Kattenborn; David Rolnick (CoRR, 2025)