Some people are getting confused with the term "separable convolution" in this context. This is in fact *depthwise* separable convolution.https://twitter.com/fchollet/status/785511714334703616 …
i.e. this is sep conv as found in the API of popular frameworks such as TF. I will release an updated version of the paper to clear that up.
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Please read the paper, not just the abstract. The usage of the term is unambiguous in context.
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