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cs.CV2026
EarthShift: a benchmark for measuring robustness to real-world distribution shifts in Earth observation
Kelsey Doerksen, Hannah Kerner
Current Earth observation benchmarks focus on measuring performance on diverse tasks and applications, typically measuring generalization in-distribution. But when models are deplo…
cs.CV2025
A Multi-tiered Human-in-the-loop Approach for Interactive School Mapping Using Earth Observation and Machine Learning
Casper Fibaek, Abi Riley, Kelsey Doerksen +2
This paper presents a multi-tiered human-in-the-loop framework for interactive school mapping designed to improve the accuracy and completeness of educational facility records, par…