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Berlin Institute for the Foundations of Learning and Data, Berlin, Germany, Machine Learning Group, Technische Universität Berlin, Berlin, Germany, Aignostics, Berlin, Germany
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Pretraining on diverse synthetic data allows a single model to excel across multiple MIL tasks with minimal labeled input, outperforming conventional supervised approaches.