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Question Regarding Tranform #1

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lab176344 opened this issue Jun 7, 2021 · 0 comments
Open

Question Regarding Tranform #1

lab176344 opened this issue Jun 7, 2021 · 0 comments

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@lab176344
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lab176344 commented Jun 7, 2021

The implementation is simple and easy to use. Thank you for that. I have one doubt,

Given a mini batch with input x of size BxCxHxW

we apply transformations to get
y1 = self.transform(x)
y2 = self.transform(x)

So is this a batch transformation or image wise transformation

Because as per the paper "More specifically, it
produces two distorted views for all images of a batch X
sampled from a dataset" there are two distorted views only i interpret it as for one distorted view we apply the same transformation for the images in a batch

rahul13ramesh pushed a commit to rahul13ramesh/Barlow-Twins-HSIC that referenced this issue Nov 10, 2022
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