├── .gitignore ├── LICENSE ├── README.md ├── assets ├── BalPoE-CalibratedLT-poster.pdf ├── CVPR2023-short-presentation.pdf └── balpoe_calibrated_framework.png ├── base ├── __init__.py ├── base_data_loader.py ├── base_model.py └── base_trainer.py ├── config.json ├── configs └── mixup │ ├── long_training │ ├── config_cifar100_ir100_bs-experts.json │ ├── config_cifar100_ir10_bs-experts.json │ ├── config_cifar100_ir50_bs-experts.json │ ├── config_cifar10_ir100_bs-experts.json │ ├── config_cifar10_ir10_bs-experts.json │ ├── config_cifar10_ir50_bs-experts.json │ ├── config_iNaturalist_resnet50_bs-experts.json │ ├── config_imagenet_lt_resnet50_bs-experts.json │ └── config_imagenet_lt_resnext50_bs-experts.json │ └── standard_training │ ├── config_cifar100_ir100_bs-experts.json │ ├── config_cifar100_ir10_bs-experts.json │ ├── config_cifar100_ir50_bs-experts.json │ ├── config_cifar10_ir100_bs-experts.json │ ├── config_cifar10_ir10_bs-experts.json │ ├── config_cifar10_ir50_bs-experts.json │ ├── config_iNaturalist_resnet50_bs-experts.json │ ├── config_imagenet_lt_resnet50_bs-experts.json │ └── config_imagenet_lt_resnext50_bs-experts.json ├── data └── imagenet_lt_shot_list.npy ├── data_loader ├── cifar_data_loaders.py ├── data_loaders.py ├── imagenet_lt_data_loaders.py ├── imbalance_cifar.py └── inaturalist_data_loaders.py ├── data_txt ├── ImageNet_LT │ ├── ImageNet_LT_backward10.txt │ ├── ImageNet_LT_backward2.txt │ ├── ImageNet_LT_backward25.txt │ ├── ImageNet_LT_backward5.txt │ ├── ImageNet_LT_backward50.txt │ ├── ImageNet_LT_forward10.txt │ ├── ImageNet_LT_forward2.txt │ ├── ImageNet_LT_forward25.txt │ ├── ImageNet_LT_forward5.txt │ ├── ImageNet_LT_forward50.txt │ ├── ImageNet_LT_test.txt │ ├── ImageNet_LT_train.txt │ ├── ImageNet_LT_uniform.txt │ └── ImageNet_LT_val.txt ├── ReadMe.md └── iNaturalist18 │ ├── iNaturalist18_backward2.txt │ ├── iNaturalist18_backward3.txt │ ├── iNaturalist18_forward2.txt │ ├── iNaturalist18_forward3.txt │ ├── iNaturalist18_train.zip │ ├── iNaturalist18_uniform.txt │ └── iNaturalist18_val.txt ├── dataset ├── __init__.py ├── autoaugm.py ├── others.py └── randaugment.py ├── logger ├── __init__.py ├── logger.py ├── logger_config.json └── visualization.py ├── model ├── __init__.py ├── fb_resnets │ ├── Expert_ResNeXt.py │ ├── Expert_ResNet.py │ ├── ResNeXt.py │ ├── ResNet.py │ └── pretrained_model_places │ │ └── __init__.py ├── ldam_drw_resnets │ ├── expert_resnet_cifar.py │ └── resnet_cifar.py ├── loss.py ├── metric.py └── model.py ├── parse_config.py ├── requirements.txt ├── test.py ├── test_all_cifar.py ├── test_all_imagenet.py ├── test_all_inat.py ├── train.py ├── trainer ├── __init__.py └── trainer.py └── utils ├── __init__.py ├── calibration_metrics.py ├── combiner.py ├── gflops.py └── util.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/emasa/BalPoE-CalibratedLT/HEAD/.gitignore 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