Measuring the Intrinsic Dimension of Earth Representations

Arjun Rao, Marc Rußwurm, Konstantin Klemmer +1

Within the context of representation learning for Earth observation, geographic Implicit Neural Representations (INRs) embed low-dimensional location inputs (longitude, latitude) i…