3 citations · 3 across the 3 of their papers we have counts for
3 papers
Extrapolation of Periodic Functions Using Binary Encoding of Continuous Numerical Values
Brian P. Powell, Jordan A. Caraballo-Vega, Mark L. Carroll +4
We report the discovery that binary encoding allows neural networks to extrapolate periodic functions beyond their training bounds. We introduce Normalized Base-2 Encoding (NB2E) a…
Mapping bathymetry of inland water bodies on the North Slope of Alaska with Landsat using Random Forest
Mark L. Carroll, Margaret R. Wooten, Claire E. Simpson +6
The North Slope of Alaska is dominated by small waterbodies that provide critical ecosystem services for local population and wildlife. Detailed information on the depth of the wat…
SatVision-TOA: A Geospatial Foundation Model for Coarse-Resolution All-Sky Remote Sensing Imagery
Caleb S. Spradlin, Jordan A. Caraballo-Vega, Jian Li +3
Foundation models have the potential to transform the landscape of remote sensing (RS) data analysis by enabling large computer vision models to be pre-trained on vast amounts of r…