21 citations · 21 across the 4 of their papers we have counts for
4 papers
A comparative assessment of global building and settlement datasets across geographic and settlement contexts
Rufai Omowunmi Balogun, Caroline Margaux Gevaert, Capucine Riom +5
Global building and settlement products increasingly support population mapping, exposure assessment, and urban monitoring, yet comparative evidence remains fragmented across repre…
Bridge: Basis-Driven Causal Inference Marries VFMs for Domain Generalization
Mingbo Hong, Feng Liu, Caroline Gevaert +2
Detectors often suffer from degraded performance, primarily due to the distributional gap between the source and target domains. This issue is especially evident in single-source d…
AI-Derived Structural Building Intelligence for Urban Resilience: An Application in Saint Vincent and the Grenadines
Isabelle Tingzon, Yoji Toriumi, Caroline Gevaert
Detailed structural building information is used to estimate potential damage from hazard events like cyclones, floods, and landslides, making them critical for urban resilience pl…
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
Ribana Roscher, Marc Rußwurm, Caroline Gevaert +8
Recent developments and research in modern machine learning have led to substantial improvements in the geospatial field. Although numerous deep learning architectures and models h…