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You just had to give it millions and millions of English sentences as inputs on one side and their desired French outputs on the other, and over time it would recognize the relevant patterns in words the way that an image classifier recognized the relevant patterns in pixels.
These results suggest that human subjects are not only able to discern subtle features of adversarial images, but can also infer machine classifications of such images even when the relevant patterns are not discrete features at all but instead seemingly featureless collections of colored pixels.
Note different color scales are used to clearly show the relevant patterns in each figure.
The relevant patterns of reasoning we engage in reflect our conception of the object referred to as mind-independent.
It is plausible to suppose that a subject's match to the relevant patterns will generally be a matter of degree.
Due to the significance of this result, showing the relevant patterns of center of the city to be distinct, the main goal of this study is to understand the relation between variations in the social conditions of neighborhoods and spatial patterns of street drug markets in the city center in comparison with other parts of the city.
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Faced with some interesting phenomenon, be it the geographical distribution of species or the functioning of organs in the body, biologists will seek to explain the relevant pattern by looking for the causes that produced it.
When the pathogen adheres to the surface of the host cell, the relevant pattern recognition receptors in zebrafish are induced to produce the precise antimicrobial peptides required to defend against the pathogen.
As a further step, a SWAN based wave prediction system is validated against remotely sensed data over the entire area of the archipelago and this is subsequently used to evaluate the most relevant patterns from the point of view of the spatial distribution of the wave power.
The more relevant patterns at your disposal, the better your decisions will be.
In NPLSR, like in other subspace regression methods, the high-dimensional data is projected into a low-dimensional subspace spanned by estimated latent variables that represent the most relevant patterns of input (regressor -output (regressor -outputssand) covaresponse(see Additioral file 1: Section S1).
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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