2 citations · 3 across the 3 of their papers we have counts for
3 papers
What on Earth is AlphaEarth? Hierarchical structure and functional interpretability for global land cover
Ivan Felipe Benavides-Martinez, Justin Guthrie, Jhon Edwin Arias +6
Geospatial foundation models generate high-dimensional embeddings that achieve strong predictive performance, yet their internal organization remains obscure, limiting their scient…
An Ecologically-Informed Deep Learning Framework for Interpretable and Validatable Habitat Mapping
Iván Felipe Benavides-Martínez, Cristiam Victoriano Portilla-Cabrera, Katherine E. Mills +4
Benthic habitat is challenging due to the environmental complexity of the seafloor, technological limitations, and elevated operational costs, especially in under-explored regions.…
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation
Shufeng Kong, Junwen Bai, Jae Hee Lee +6
A key problem in computational sustainability is to understand the distribution of species across landscapes over time. This question gives rise to challenging large-scale predicti…