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cs.CV2026
Probing Geospatial SSL Representations with Environmental Signals
Rohita Mocharla, Vishal M. Patel
Self-supervised learning (SSL) is designed to learn generic, transferable representations rather than representations optimized for a single task. Most geospatial benchmarks evalua…
cs.CV2026
RemoteVAR: Autoregressive Visual Modeling for Remote Sensing Change Detection
Yilmaz Korkmaz, Vishal M. Patel
Remote sensing change detection aims to localize and characterize scene changes between two time points and is central to applications such as environmental monitoring and disaster…
cs.CV2025
Referring Change Detection in Remote Sensing Imagery
Yilmaz Korkmaz, Jay N. Paranjape, Celso M. de Melo +1
Change detection in remote sensing imagery is essential for applications such as urban planning, environmental monitoring, and disaster management. Traditional change detection met…