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Scaling Up: Learning Large-Scale Recognition Methods from Small-Scale Recognition Tasks.
"Large-scale identification of malicious singleton files".
This holds promise toward a practical large scale recognition system.
While earlier, large-scale efforts for recognition of structural or functional information for DUF families relied greatly on a single but sensitive homology detection method [ 63, 64], here we present a 'computational structural genomics' approach, by using various remote similarity detection methods with unique strengths to annotate families with unknown functions.
The existence of large-scale structural recognition factors in TM helices that facilitate the low-resolution match have been determined.
The OU-ISIR Gait Database, Large Population Dataset [27] was collected with the aim to a statistically reliable performance evaluation of large-scale gait recognition.
Then there are those who – if they don't fail entirely – amass an array of glowing reviews that never translate into large-scale public recognition, and end up with that poisoned chalice of a tag, the "critics' favourite".
In the world of machine vision, the equivalent goal is to win the ImageNet Large-Scale Visual Recognition Challenge.
Teams entering the annual ImageNet Large-Scale Visual Recognition Challenge have to design systems that can classify over a million photographs showing a thousand different types of object.
ImageNet Large-Scale Visual Recognition Challenge.
In [21], exemplar-based word-level features were investigated for large-scale speech recognition.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com