A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery. - Sam Khallaghi; J. Ronald Eastman; Lyndon D. Estes (CoRR, 2023)

Foundation Models for Generalist Geospatial Artificial Intelligence. - Johannes Jakubik; Sujit Roy; C. E. Phillips; Paolo Fraccaro; Denys Godwin; Bianca Zadrozny; Daniela Szwarcman; Carlos Gomes; Gabby Nyirjesy; Blair Edwards; Daiki Kimura; Naomi Simumba; et al. (CoRR, 2023)

Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples. - Sam Khallaghi; Rahebe Abedi; Hanan Abou Ali; Hamed Alemohammad; Mary Dziedzorm Asipunu; Ismail Alatise; Nguyen Ha; Boka Luo; Cat Mai; Lei Song; Amos Wussah; Sitian Xiong; et al. (CoRR, 2024)