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NVlabs / DiffPure

A new adversarial purification method that uses the forward and reverse processes of diffusion models to remove adversarial perturbations.
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Where to get the pretrained models for cifar 10 #6

Closed wzic closed 2 years ago

wzic commented 2 years ago

Hi! I notice that 'TBD' is annotated for the pretrained models for cifar 10 experiments in README. May I know if there is an official link to get these pretrained models?

hanqingguo commented 2 years ago

I have the same question, do you find the correct link yet?

wzic commented 2 years ago

Not yet. There seems many different versions of pretrained resnet50 models on the internet. Not sure which to use.

hanqingguo commented 2 years ago

Hi I trained one resnet50 based on his defined model. And change the idx_start=0 in the utils, then the model can be loaded successfully. You can download it from here: https://drive.google.com/file/d/1gHNc4Vcfs5FwIex8e_80_bfNc_46EAGg/view?usp=sharing

weilinie commented 2 years ago

The cifar10 pertained models have been released.