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What is the significance of word "Coupling" ? #1

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ksachdeva opened this issue Dec 16, 2020 · 0 comments
Open

What is the significance of word "Coupling" ? #1

ksachdeva opened this issue Dec 16, 2020 · 0 comments

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@ksachdeva
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Hi @laurent-dinh

I have a decent understanding of Normalizing Flows and now have read both of your paper - NICE & Real NVP.

I understand the notion of Affine transform etc and believe have understood the mechanics of splitting the input into 2 parts etc as your papers describe.

The part that I am having little trouble with is the usage of the word "Coupling"? What does it mean in this context? I have a reason to believe that the usage has its roots in some mathematical concept that I am not aware of.

Would appreciate it if you could educate me.

Regards & thanks
Kapil

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