TTE replaces fixed spherical bases with differentiable Voronoi partitions plus shared semantic tokens to create adaptive geolocation encoders that reach new SOTA on geospatial tasks and iNaturalist species classification.
In: Proceedings of the ACM SIGGRAPH Con- ference on Computer Graphics
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Tessellating The Earth
TTE replaces fixed spherical bases with differentiable Voronoi partitions plus shared semantic tokens to create adaptive geolocation encoders that reach new SOTA on geospatial tasks and iNaturalist species classification.