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alibaba / easyrobust

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.
Apache License 2.0
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Some questions！ #1

Closed wujiekd closed 2 years ago

wujiekd commented 2 years ago

Hi, what are SIN and DebiasedCNN? Is there a link to the paper? Does the project implement these two methods? Looking forward to your reply, thanks.

vtddggg commented 2 years ago

Have added the paper link. See here

We have implemented DebiasedCNN in easyrobust. To turn it on just set --training_mode=debiased But for SIN you need to re-generate ImageNet train set based on AdaIN. You can refer to this.

vtddggg commented 2 years ago

v0.2.0 has been released！ Now, you can clearly see the paper implementation of SIN and DebiasedCNN below.

SIN: https://github.com/alibaba/easyrobust/tree/main/examples/imageclassification/imagenet/SIN DebiasedCNN: https://github.com/alibaba/easyrobust/tree/main/examples/imageclassification/imagenet/shape_texture_debiased_training

Thanks for your interests of our easyrobust!!