├── .gitignore ├── README.md ├── datasets ├── celebA │ ├── celebA_ood.csv │ ├── celebA_original.csv │ └── celebA_split.csv ├── celebA_dataset.py ├── color_mnist.py ├── cub_dataset.py ├── dataset_utils.py ├── gaussian_dataset.py ├── generate_placebg.py └── generate_waterbird.py ├── main.png ├── models ├── __init__.py └── resnet.py ├── present_results.py ├── test_bg.py ├── train_bg.py └── utils ├── __init__.py ├── anom_utils.py ├── common.py └── svhn_loader.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/README.md -------------------------------------------------------------------------------- /datasets/celebA/celebA_ood.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/celebA/celebA_ood.csv -------------------------------------------------------------------------------- /datasets/celebA/celebA_original.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/celebA/celebA_original.csv -------------------------------------------------------------------------------- /datasets/celebA/celebA_split.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/celebA/celebA_split.csv -------------------------------------------------------------------------------- /datasets/celebA_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/celebA_dataset.py -------------------------------------------------------------------------------- /datasets/color_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/color_mnist.py -------------------------------------------------------------------------------- /datasets/cub_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/cub_dataset.py -------------------------------------------------------------------------------- /datasets/dataset_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/dataset_utils.py -------------------------------------------------------------------------------- /datasets/gaussian_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/gaussian_dataset.py -------------------------------------------------------------------------------- /datasets/generate_placebg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/generate_placebg.py -------------------------------------------------------------------------------- /datasets/generate_waterbird.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/datasets/generate_waterbird.py -------------------------------------------------------------------------------- /main.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/main.png -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/models/resnet.py -------------------------------------------------------------------------------- /present_results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/present_results.py -------------------------------------------------------------------------------- /test_bg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/test_bg.py -------------------------------------------------------------------------------- /train_bg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/train_bg.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/utils/__init__.py -------------------------------------------------------------------------------- /utils/anom_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/utils/anom_utils.py -------------------------------------------------------------------------------- /utils/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/utils/common.py -------------------------------------------------------------------------------- /utils/svhn_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/deeplearning-wisc/Spurious_OOD/HEAD/utils/svhn_loader.py --------------------------------------------------------------------------------