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BIFOLD - Berlin Institute for the Foundations of Learning and Data, 10587 Berlin, Germany, Technische Universität Berlin, 10623 Berlin, Germany
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Selecting the right VLM adaptation strategy can drastically improve performance in federated learning for remote sensing, balancing efficiency and generalization.