No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data

Daniel Cai, Randall Balestriero

Implicit neural representations (INRs) exhibit growing promise in addressing Earth representation challenges, ranging from emissions monitoring to climate modeling. However, existi…