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Few-shot Learning with Meta-Learning: Progress Made and Challenges Ahead
A lot of the recent progress on many AI tasks enabled in part by the availability of large quantities of labeled data. Yet, humans are able to learn concepts from as little as a handful of examples. Meta-learning is a very ...