18 citations · 68 across the 16 of their papers we have counts for
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cs.CY2020★ 7 cited
Population Mapping in Informal Settlements with High-Resolution Satellite Imagery and Equitable Ground-Truth
Konstantin Klemmer, Godwin Yeboah, João Porto de Albuquerque +1
We propose a generalizable framework for the population estimation of dense, informal settlements in low-income urban areas--so called 'slums'--using high-resolution satellite imag…
cs.LG2020
Auxiliary-task learning for geographic data with autoregressive embeddings
Konstantin Klemmer, Daniel B. Neill
Machine learning is gaining popularity in a broad range of areas working with geographic data, such as ecology or atmospheric sciences. Here, data often exhibit spatial effects, wh…