Damien Robert

Damien Robert

Postdoctoral researcher at EcoVision. Deep learning for environmental applications.

Talks & Presentations

Invited talk Invited talk Conference talk Conference talk Poster Poster Tutorial Tutorial Interview Interview
06/2026 Poster
LitePT: Lighter Yet Stronger Point Transformer at CVPR@Paris'26 Paris, France
05/2026 Tutorial
Building Earth Observation Embedding Workflows with TerraTorch at ESA-NASA workshop on AI Foundation Model for EO Virtual
05/2026 Poster
Forest Disturbance Monitoring with Geospatial Foundation Models at EGU'26 Vienna, Austria
03/2026 Invited talk
Deep learning on 3D point clouds at UZH RSL Remote Sensing Colloquium Zurich, Switzerland
03/2026 Invited talk
Geospatial foundation models for forest disturbance monitoring at ESA Φ-lab Frascati, Italy
12/2025 Invited talk
Research at EcoVision lab at MPI of Animal Behavior Zurich, Switzerland
12/2025 Invited talk
Geospatial foundation models for forest disturbance monitoring at Global Forest Watch Virtual
10/2025 Invited talk
Research at EcoVision lab at ETH Zurich, Plant Ecology Zurich, Switzerland
09/2025 Poster
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology at AI4EO Rennes, France
06/2025 Poster
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology at CVPR'25 EarthVision Nashville, US
05/2025 Invited talk
Research at EcoVision lab at NatureFinance Virtual
05/2025 Invited talk
Superpoint Transformer at Unil., Institute for Forensic Science Virtual
05/2025 Invited talk
Superpoint Transformer and EcoVision research at NVIDIA Strategic Research Engagement Zurich, Switzerland
03/2025 Invited talk
Remote Sensing for Species Distribution Modeling at CNES COMET TSI Virtual
02/2025 Invited talk
Research at EcoVision lab at WSL Dynamic Ecology Zurich, Switzerland
11/2024 Invited talk
SuperCluster at Samp R&D lab Paris, France
06/2024 Interview
Interview by Florent Poux and tutorial for Superpoint Transformer at 3D Data Academy YouTube
06/2024 Invited talk
Research at EcoVision lab at Una Europa Zurich, Switzerland
05/2024 Invited talk
Research at EcoVision lab at Google DeepMind Zurich, Switzerland
03/2024 Invited talk
Superpoint Transformer at GeoDigital Virtual
03/2024 Conference talk
Scalable 3D Panoptic Segmentation as Superpoint Graph Clustering at 3DV'24 Davos, Switzerland
01/2024 Invited talk
PhD defense: Efficient Learning on Large-Scale 3D Point Clouds at IGN Paris, France
10/2023 Invited talk
Efficient Learning on Large-Scale 3D Point Clouds at École des Ponts, IMAGINE lab Paris, France
10/2023 Invited talk
IGN's research on Large-Scale 2D and 3D Learning at National Land Survey of Finland (NLS) Paris, France
09/2023 Invited talk
Efficient Learning on Large-Scale 3D Point Clouds at ETH Zürich, Computer Vision and Geometry lab Zurich, Switzerland
09/2023 Invited talk
Efficient Learning on Large-Scale 3D Point Clouds at ETH Zürich, Photogrammetry and Remote Sensing lab Zurich, Switzerland
07/2023 Poster
Efficient 3D Semantic Segmentation with Superpoint Transformer at ICCV'23 Paris, France
06/2023 Invited talk
Efficient 3D Semantic Segmentation with Superpoint Transformer at ENGIE Lab CRIGEN Paris, France
05/2023 Invited talk
Efficient 3D Semantic Segmentation with Superpoint Transformer at Samp R&D lab Paris, France
05/2023 Invited talk
Efficient 3D Semantic Segmentation with Superpoint Transformer at University of Zürich, EcoVision lab Virtual
05/2023 Invited talk
Efficient 3D Semantic Segmentation with Superpoint Transformer at Valeo.ai Paris, France
12/2022 Invited talk
Self-Supervised Learning for Computer Vision at IGN, LASTIG lab Paris, France
11/2022 Invited talk
IGN's research on Large-Scale 2D and 3D Learning at Bundesamt für Kartographie und Geodäsie (BKG) Paris, France
07/2022 Poster
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at ICVSS'22 Sicily, Italy
06/2022 Interview
Interviewed by the CV News journal for its Best of CVPR'22 issue at CV News New Orleans, US
06/2022 Conference talk
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at CVPR'22 New Orleans, US
06/2022 Invited talk
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at École des Ponts, IMAGINE lab Paris, France
06/2022 Poster
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at ISPRS'22 Nice, France
06/2022 Tutorial
3D Deep Learning for Remote Sensing at ISPRS'22 Nice, France
05/2022 Invited talk
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at École Polytechnique, LIX lab Paris, France
05/2022 Tutorial
3D Deep Learning, Torch-Points3D & DeepViewAgg at ENGIE Lab CRIGEN Paris, France
04/2022 Invited talk
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at AI4GEO project seminar Virtual
03/2022 Poster
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at IGN-ENSG Research Days Paris, France
01/2022 Invited talk
Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation at GDR ISIS seminar Virtual
05/2021 Invited talk
Multimodal learning on point clouds and images at IGN-ENSG Research Days Virtual