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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Replying to @fchollet
Separable convs have been around since 2014, but they're still almost completely absent from convnet design.
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Replying to @fchollet
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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Replying to @fchollet
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.
9:10 AM - 10 Oct 2016
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