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Exact(4)
Soft-Max value indicates a probability of an event that they are the same subject.
On the other hand, in Siamese, MT, and LB, namely, the methods based on CNN with two inputs, the parameters are learned so that it is easy to discriminate whether two inputs are the same subject or not.
A contrastive loss for each pair is defined as d2 (squared L2 distance of the feature vectors of two input GEIs) if they are the same subject, or as so-called hinge loss, i.e., max(margin - d, 0 2 if they are different subjects.
Due to the conjugate relationships between the variables in our model and those of Glaus et al. (2012), the models are the same, subject to a slight reformulation of the prior parameters.
Similar(55)
Funny, those are the same subjects of our nonfiction best-seller lists today.
These are the same subjects that comprise the existing "English Baccalaureate" - a performance measure of schools already introduced by the government.
These are the same subjects who were identified in the cohort study as having a hospitalisation for pneumonia.
Furthermore, the 'research participants' in Van der Werf et al. [ 22] are the same subjects as the 'total ambulant group' in [ 21].
"It's the same subject," Corman says, impatient.
[cartoon id= a18555"] "It's the same subject," Corman says, impatient.
As it happens, that was the same subject that Fang Xuanchang wrote about shortly before he was stalked and attacked on his way home.
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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