معرفی
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.
