AlignJEPA: Predictive Vision-Language Alignment for Remote Sensing Foundation Models

Md Aminur Hossain, Omkumar Vaghasiya, Rajeev Ranjan Dwivedi +2

Remote sensing (RS) foundation models provide transferable Earth observation representations across sensors, resolutions, and geographies, yet most remain weakly aligned with natur…