Residual Connections Encourage Iterative Inference

    international conference on learning representations, 2018.

    Cited by: 32|Bibtex|Views128|Links
    EI

    Abstract:

    Residual networks (Resnets) have become a prominent architecture in deep learning. However, a comprehensive understanding of Resnets is still a topic of ongoing research. A recent view argues that Resnets perform iterative refinement of features. We attempt to further expose properties of this aspect. To this end, we study Resnets both an...More

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