New paper: "Deep learning with separable convolutions". https://arxiv.org/abs/1610.02357 - exploring what's next in convnet design after Inception.
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Separable convs have been around since 2014, but they're still almost completely absent from convnet design.
But in the future, we will build convnets entirely out of separable convs. They will come to replace regular convolutions in most cases.
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If you're curious about the history of separable convs, see the "prior work" section --first time their story is told, as far as I can tell.
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However it seems I have missed two references, so I will quickly release an updated version of the paper.
End of conversation
New conversation -
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Just skimmed it now, looks like an awesome ConvNet review as well for references :) Looks like better acc. > that optimality here
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