research
∙
12/30/2022
Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning
Remote sensing imagery provides comprehensive views of the Earth, where ...
share
research
∙
08/25/2022
Refine and Represent: Region-to-Object Representation Learning
Recent works in self-supervised learning have demonstrated strong perfor...
research
∙
08/08/2022
Snowpack Estimation in Key Mountainous Water Basins from Openly-Available, Multimodal Data Sources
Accurately estimating the snowpack in key mountainous basins is critical...
research
∙
01/17/2022
SunCast: Solar Irradiance Nowcasting from Geosynchronous Satellite Data
When cloud layers cover photovoltaic (PV) panels, the amount of power th...
research
∙
06/11/2021
Invariant Information Bottleneck for Domain Generalization
The main challenge for domain generalization (DG) is to overcome the pot...
research
∙
06/08/2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection
Unsupervised pretraining has recently proven beneficial for computer vis...
research
∙
03/23/2021