Code for "Revealing Distributional Vulnerability of Explicit Discriminators by Implicit Generators"

requirement

• Python 3.7
• Pytorch 1.1
• scikit-learn
• tqdm
• pandas
• scipy

Datasets

In-distribution Datasets

• CIFAR10
• SVHN

Our codes will download the two in-distribution datasets automatically.

Out-of-Distribtion Datasets

The following four out-of-distribution datasets are provided by ODIN

• TinyImageNet (r)
• TinyImageNet (c)

Each out-of-distribution dataset should be put in the corresponding subdir in ./data_FIG

Train and Test

Run the script demo.sh.