├── .gitignore ├── LICENSE ├── README.md ├── acsconv ├── __init__.py ├── converters │ ├── __init__.py │ ├── acsconv_converter.py │ ├── base_converter.py │ ├── conv2_5d_converter.py │ ├── conv3d_converter.py │ └── soft_acsconv_converter.py ├── models │ ├── __init__.py │ ├── acsunet.py │ ├── convnext.py │ ├── densenet.py │ ├── resnet.py │ └── vgg.py ├── operators │ ├── __init__.py │ ├── acsconv.py │ ├── base_acsconv.py │ ├── conv2_5d.py │ ├── functional.py │ └── soft_acsconv.py └── utils.py ├── experiments ├── lidc │ ├── README.md │ ├── _init_paths.py │ ├── densenet.py │ ├── lidc_config.py │ ├── lidc_dataset.py │ ├── load_pretrained_weights_funcs.py │ ├── resnet.py │ ├── train_classification.py │ ├── train_segmentation.py │ └── vgg.py ├── mylib │ ├── __init__.py │ ├── loss.py │ ├── metrics.py │ ├── sync_batchnorm │ │ ├── LICENSE │ │ ├── __init__.py │ │ ├── batchnorm.py │ │ ├── batchnorm_reimpl.py │ │ ├── comm.py │ │ ├── replicate.py │ │ └── unittest.py │ ├── utils.py │ └── voxel_transform.py └── poc │ ├── README.md │ ├── _init_paths.py │ ├── cal_features_mean_auc_before_training.ipynb │ ├── generate_poc_data.py │ ├── poc_config.py │ ├── poc_dataset.py │ ├── train_2d.py │ ├── train_3d.py │ └── unet.py ├── requirements.txt ├── setup.py └── test.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HINTLab/ACSConv/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HINTLab/ACSConv/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HINTLab/ACSConv/HEAD/README.md -------------------------------------------------------------------------------- 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