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Here, we demonstrate that by using a deep learning approach, we can bypass such manual feature engineering requiring domain knowledge and achieve much better results, even with only a few thousand training samples.
In this paper, we explore this new level of image understanding with the ultimate goal of relating a set of image preferences to personality traits by using a deep learning framework.
High-density polyethylene (HDPE) and poly vinylidene fluoride) (PVF2) were submitted to plane-straincompression at temperatures between the glass transition temperature (Tg) and the melting point (Tm) by using a deep channel die; this device allowed compression along the Z-axis, elongation along the X-axis and no dimensional change along the Y-axis.
Machines learn language better by using a deep understanding of words.
We created this month's cover image by using a deep convolutional generative adversarial network, or DCGAN.
By using a deep sequencing strategy, we sequenced and generated 27,715 contigs from four time-points which represent a little more than half of what is available at NCBI for P. pachyrhizi (49,596 ESTs).
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This autocorrection can be overridden — for instance when the user needs to type usernames and passwords — by using a deeper pressing gesture.
Try to shield the compass from wind by using a deeper jar or bowl.
Classical video prediction methods exploit directly and shallowly the intra-frame, inter-frame and multi-view similarities within the video sequences; the proposed video prediction methods indirectly and intensively transform the frame correlations into nonlinear mappings by using a general deep neural network (DNN) with single output node.
By using a sufficiently deep pedigree, we found that the phenotypic trade-off between offspring number and size in the bank vole was due to environmental effects rather than additive genetic effects.
This was proved by Kelly (1986) using a deep inequality of Hirzebruch.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com