@article{spatialrepresentationlearningbeyondpixel, title = {Spatial Representation Learning Beyond Pixels: Unifying Raster Data and Vector Semantics for Human-Centric Geospatial Foundation Models}, author = {Steffen Knoblauch and Hao Li and Gengchen Mai and Konstantin Klemmer and Song Gao and WenWen Li}, year = {2026}, eprint = {2606.02374}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.02374}, }