Damien Robert

According to our database, Damien Robert authored at least 12 papers between 2022 and 2025.

Collaborative distances:

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

2025

FORMSpoT: A Decade of Tree-Level, Country-Scale Forest Monitoring.

Martin Schwartz, Fajwel Fogel, Nikola Besic, Damien Robert, Louis Geist, Jean-Pierre Renaud, Jean-Matthieu Monnet, Clemens Mosig, Cédric Véga, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais

CoRR, December, 2025

LitePT: Lighter Yet Stronger Point Transformer.

Yuanwen Yue, Damien Robert, Jianyuan Wang, Sunghwan Hong, Jan Dirk Wegner, Christian Rupprecht, Konrad Schindler

CoRR, December, 2025

EZ-SP: Fast and Lightweight Superpoint-Based 3D Segmentation.

Louis Geist, Loïc Landrieu, Damien Robert

CoRR, December, 2025

Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks.

Johannes Dollinger, Damien Robert, Elena Plekhanova, Lukas Drees, Jan Dirk Wegner

CoRR, April, 2025

GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance.

Kaan Karaman, Yuchang Jiang, Damien Robert, Vivien Sainte Fare Garnot, Maria João Santos, Jan Dirk Wegner

CoRR, April, 2025

Lossy Neural Compression for Geospatial Analytics: A Review.

Carlos Gomes, Isabelle Wittmann, Damien Robert, Johannes Jakubik, Tim Reichelt, Michele Martone, Stefano Maurogiovanni, Rikard Vinge, Jonas Hurst, Erik Scheurer, Rocco Sedona, Thomas Brunschwiler, Stefan Kesselheim, Matej Batic, Philip Stier, Jan Dirk Wegner, Gabriele Cavallaro, Edzer J. Pebesma, Michael Marszalek, Miguel Angel Belenguer-Plomer, Kennedy Adriko, Paolo Fraccaro, Romeo Kienzler, Rania Briq, Sabrina Benassou, Michele Lazzarini, Conrad M. Albrecht

CoRR, March, 2025

SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology.

Elena Plekhanova, Damien Robert, Johannes Dollinger, Emilia Arens, Philipp Brun, Jan Dirk Wegner, Niklaus E. Zimmermann

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

2024

Efficient Learning on Large-Scale 3D Point Clouds. (Apprentissage Efficace sur Nuages de Points 3D à Grande Échelle).

Damien Robert

PhD thesis, 2024

Scalable 3D Panoptic Segmentation With Superpoint Graph Clustering.

Damien Robert, Hugo Raguet, Loïc Landrieu

CoRR, 2024

Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering.

Damien Robert, Hugo Raguet, Loïc Landrieu

Proceedings of the International Conference on 3D Vision, 2024

2023

Efficient 3D Semantic Segmentation with Superpoint Transformer.

Damien Robert, Hugo Raguet, Loïc Landrieu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation.

Damien Robert, Bruno Vallet, Loïc Landrieu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022