├── README.md ├── common ├── __init__.py ├── common.py ├── eval.py └── train.py ├── datasets ├── __init__.py ├── datasets.py ├── imagenet_fix_preprocess.py └── lsun_fix_preprocess.py ├── eval.py ├── evals ├── __init__.py ├── evals.py └── ood_pre.py ├── figures ├── CSI_teaser.png ├── fixed_ood_benchmarks.png └── shifting_transformations.png ├── models ├── __init__.py ├── base_model.py ├── classifier.py ├── resnet.py ├── resnet_imagenet.py └── transform_layers.py ├── train.py ├── training ├── __init__.py ├── contrastive_loss.py ├── scheduler.py ├── sup │ ├── __init__.py │ ├── sup_CSI_linear.py │ ├── sup_linear.py │ ├── sup_simclr.py │ └── sup_simclr_CSI.py └── unsup │ ├── __init__.py │ ├── simclr.py │ └── simclr_CSI.py └── utils ├── __init__.py ├── temperature_scaling.py └── utils.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alinlab/CSI/HEAD/README.md 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