Spherical wavelet encodings reduce the performance gap on small and coastal landmasses that spherical harmonic and other location encodings exhibit in implicit neural representations of Earth data.
Gridded population of the world, version 4 (gpwv4): Population density adjusted to match 2015 revision un wpp country totals, revision 11, 2018 b
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No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data
Spherical wavelet encodings reduce the performance gap on small and coastal landmasses that spherical harmonic and other location encodings exhibit in implicit neural representations of Earth data.