Topic: Metric Learning

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  1. Matching Networks for One Shot Learning

    PaperJun 13, 2016arXivOriol Vinyals, Charles Blundell, Timothy Lillicrap, Koray Kavukcuoglu, Daan Wierstra

    Deep learning algorithms typically require vast amounts of data to achieve high performance, contrasting sharply with human ability to learn new concepts from a single example. We introduce Matchin...

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