robustness
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hendrycks
Corruption and Perturbation Robustness (ICLR 2019)
Dear authors, I can't seem to find CIFAR-100-P in this repository. If it is already available here, could you point me to its location? If not, do you plan to...
Error information: VIDIOC_REQBUFS: Inappropriate ioctl for device It seems to be a problem about FFmpeg video reader. It's wear that it occurs at some time, and sometimes won't
`File"/mnt/lustre/share/spring/conda_envs/miniconda3/envs/s0.3.3/lib/python3.6/sitepackages/torchvision/datasets/folder.py", line 19, in has_file_allowed_extension return filename.lower().endswith(extensions) TypeError: endswith first arg must be str or a tuple of str, not list` I find this error and solve this error by...
Thank you for the awesome dataset ! I want to find clean images corresponding ImageNet-C. Currently, I have downloaded ILSVRC2012_img_val, but I found that imgs with the same id in...
Dear Hendrycks, First I would like to thank you for the great contribution to the OOD datasets! As stated in the title, in TinyImageNet-C, the corruption 'Frost' has more than...
Hello, I've been struggling to reproduce the ImageNet-C scores that you report in the README with a newer setup that I have. I finally managed to reproduce it and found...
Thank you for creating the valuable dataset and library! I installed imagenet_c from pip. When calling `corrupt` function with `"gaussian_blur"` option, TypeError is raised as the following: ```python from imagenet_c...
In the documentation of ImageNet-C Corruption Functions, There are 19 functions. But in the implementation, there is another function called `fgsm` that has a weird implementation. Anyone could explain it...
Do you know what package versions you were using for this? I can't get the `make_cifar_c` code to run with Python 3.9.9 and PyTorch 1.10. Different corruptions currently output different...
According to [the paper](https://arxiv.org/pdf/2112.05135.pdf), PixMix should outperform some of the methods on the ImageNet-C leaderboard. Is there a reason, why the method is not included there? 
