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Even using a single DCNN trained for a specific categorical image classification task, it is possible with Deep Dream to control the level of abstraction, strength, and category type of the resulting hallucinatory patterns.
We suggest that the answer resides, at least in part, in the distinction between two fundamental but different meanings of authenticity: (1) attributions that a producer is true to its professed set of values (moral authenticity) and (2) attributions that a producer is true to its assigned or claimed social category (type authenticity).
The authors discuss 2 accounts of the similarities and differences between groups and the interaction with category type, including (a) cross-language interference and (b) relatively weak connections in the bilingual lexical system because of reduced use of words specific to each language.
At the same time, retailers need to understand how digital commerce will evolve by country and category type.
It lets users search for online businesses by category, type of service, sales volume, geography and e-commerce-enabled status.
Along the left-hand side you have a simple navigation menu, allowing you to change the search category type and choose from different time options for results.
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Bilinguals and monolinguals produced the same number of errors across all category types.
But the chained index would account for substitution between category types.
Bilinguals produced fewer exemplars than monolinguals on all category types, but the difference between groups was larger (and more consistent) on semantic categories.
The behavioral recognition system with the motion templates could recognize the three behavior category types could be robustly determined with the total recognition rate of 80.5%.
The app is flexible enough that you can enter your own category types; I had to add "paintings and photos," for example.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com