A model pretrained on synthetic bag-structured data performs in-context learning for new MIL tasks from a handful of examples and outperforms task-specific supervised baselines on twelve benchmarks.
Tools and practices for responsible AI engineering.arXiv preprint arXiv:2201.05647, 2022
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In-Context Multiple Instance Learning
A model pretrained on synthetic bag-structured data performs in-context learning for new MIL tasks from a handful of examples and outperforms task-specific supervised baselines on twelve benchmarks.