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Despite exciting progress on Meta-Dataset’s ‘weak generalization’ tasks where the goal is to learn held-out classes of *seen* datasets from few examples, the improvement of recent work is much smaller on the ‘strong generalization’ ones that present classes from *unseen* datasets