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tingxueronghua / pytorch-classification-advprop

MIT License
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Pre-trained model for the ResNet-50 trained via AdvProp #6

Closed anguyen8 closed 2 years ago

anguyen8 commented 2 years ago

Hi,

Thank you so much for your implementation!

It's exciting to see ResNet-50 trained via AdvProp reaches a similar accuracy to the vanilla ResNet-50! :)

  1. Would you be able to share the model that achieves 77.42% (as reported in README.md)?
  2. Do you have any statistics on the adversarial accuracy of this model?

Thank you so much!

Anh

tingxueronghua commented 2 years ago

For 1, I would try, but I think it would be hard because I have left Alan's group as an intern. The weights were in the sever and I am not sure whether could I get it. Anyway, if you have prepared ImageNet, I think it is not hard to reproduce the result.

For 2, no, I did not test it.

anguyen8 commented 2 years ago

Thanks for letting me know! I'll try to reproduce it.