MoRAX: Mobility-based Representation Augmentation for Geospatial Foundation Models
MoRAX, a lightweight framework for augmenting geospatial embeddings with functional structure derived from human mobility, is introduced and transfer results across countries further demonstrate that modulation conditioned on mobility flows provides a general mechanism for grounding geospatial foundations in the human dimension of cities.
Ya Wen, Jixuan Cai, Yulun Zhou et al.
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