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One could argue that if the military communications shop has had the idea of using pop star videos, as it long has feature films, to advance its message, well, that is just a good idea for them – something like product placement.
It has feature phones to thank for that.
However, the approach is generic and can be used for any neural network architecture which has feature extraction and classification layers integrated into one architecture.
As long as a pixel has feature values different from its surroundings its saliency value is preserved, thus acting as a robust feature.
Besides the obvious color difference (Black on black, rather than silver on white), the changes are somewhat trivial: it has Feature Pack 3 rather than Feature Pack 2 (which is just about the same thing, from the end user's standpoint), AT&T's standard service suite, and it lacks the FM radio of the x-less edition.
Not only is the house conducive to making it rain dollar bills, the pool even has feature that rains water down.
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The campaign has featured some testy exchanges.
"A stamp has features etched into it.
The festival has featured Japanese traditional dancing.
Martha Stewart has featured Russ and Daughters in her magazine.
Psychology Today has featured it as "essential reading".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com