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Department of Informatics and Telematics, Harokopio University of Athens, 17676 Athens, Greece
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Selecting the right VLM adaptation strategy can drastically improve performance in federated learning for remote sensing, balancing efficiency and generalization.
VLMs struggle with Earth observation tasks involving complex land use, but a new dataset with nearly 10 million text annotations could change that.
