Lawliet-zzl/SA

Code for "Supervision Adaptation Balances In-Distribution Generalization and Out-of-Distribution Detection"

requirement

• Python 3.8
• Pytorch 1.12
• scikit-learn
• tqdm
• pandas
• scipy

Datasets

In-distribution Datasets

• CIFAR10
• CIFAR100

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
• LSUN
• iSUN

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