Aperture: Training-Free Multiscale Concept Bottlenecks for Remote Sensing

Rishabh Mondal, Nipun Batra, Utkarsh Mall

While earth observation models have advanced substantially, they still lack interpretability. While concept-bottleneck models provide interpretability and expert interaction, they…