Elliot Vincent

Elliot Vincent is a Researcher affiliated with the French National Institute of Geographic and Forest Information (IGN) and the Université Gustave Eiffel, working in the LASTIG research unit. He holds a PhD in Computer Science from Ecole des Ponts ParisTech and Inria Paris, supervised by Mathieu Aubry and Jean Ponce.

Research Interests

• Deep learning for geospatial 2D/3D data
• Change detection in satellite imagery
• Temporal domain shift analysis
• Spatial generalization frameworks

Recent Publications focus on satellite time series analysis, unsupervised 3D scene parsing, and novel architectures for domain adaptation. His work includes the creation of the DAFA-LS dataset for archaeological monitoring and the OpenStreetView-5M dataset for global geolocation.

Scientific Awards

• 2025: Best Student Paper Award at CVPR EARTHVISION Workshop
• 2025: Recognized as CVPR 2025 Outstanding Reviewer

Grants include European Research Council (ERC) support for the DISCOVER project and resources from GENCI for HPC access.

Labs & Teams include IGN, LASTIG, LIGM, and Inria Paris, with collaborations extending to NYU's Center for Data Science.