Caleb Robinson

Caleb Robinson

Principal Research Scientist at Microsoft's AI for Good Lab - Geospatial ML center

Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial

Caleb Robinson, Nils Lehmann, Adam J Stewart, Burak Ekim, Heng Fang, Isaac A Corley, Mauricio Cordeiro. "Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial." ICLR 2026 Workshop on Machine Learning for Remote Sensing (ML4RS), Tutorial Track, 2026.

Paper

Cite as:

@inproceedings{robinson2026advancing,
    author = "Robinson, Caleb and Lehmann, Nils and Stewart, Adam J and Ekim, Burak and Fang, Heng and Corley, Isaac A and Cordeiro, Mauricio",
    title = "Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial",
    booktitle = "ICLR 2026 Workshop on Machine Learning for Remote Sensing (ML4RS), Tutorial Track",
    year = "2026",
    url = "https://arxiv.org/abs/2603.02386"
}