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The interpolation method for BYOL augmentation is wrong #12

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songkangsg opened this issue Dec 11, 2021 · 1 comment
Open

The interpolation method for BYOL augmentation is wrong #12

songkangsg opened this issue Dec 11, 2021 · 1 comment

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@songkangsg
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Under Transformer-SSL/data/build.py, inside the "build_transform" function, under "byol" augmentation type, the interpolation method used in RandomResizedCrop is the default which is BILINEAR, however in the BYOL paper the author used BICUBIC
@Giles-Billenness
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Giles-Billenness commented May 15, 2022 •
edited

Yeah I saw this as well, BILINEAR is less effective as well, although hopefully, it wouldn't have much of an effect.

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@songkangsg @Giles-Billenness