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cs.CV2026
MEOX: Modality-Conditioned Routing Before Fusion in a Compact Earth Observation Encoder
Mohanad Albughdadi
Multimodal Earth Observation models often fuse radar and optical inputs early, limiting sensor-conditioned processing, or maintain separate sensor streams through the encoder, incr…
cs.CV2026
From Surface Forecasting to Observability Forecasting: A Latent World Model for Cloud-Aware EO Monitoring
Mohanad Albughdadi
The bottleneck of Earth Observation processing chains is not the arrival of new imagery but whether the surface is actually visible when the image arrives. We study this as an obse…
cs.CV2025
Lightweight Metadata-Aware Mixture-of-Experts Masked Autoencoder for Earth Observation
Mohanad Albughdadi
Recent advances in Earth Observation have focused on large-scale foundation models. However, these models are computationally expensive, limiting their accessibility and reuse for…