├── .gitignore ├── LICENSE ├── README.md ├── assets └── teaser.png ├── datasets ├── __init__.py ├── cityscapes.py ├── cityscapes_config.py ├── lidc.py ├── lidc_orig.py └── pipelines │ ├── __init__.py │ └── transforms.py ├── ddpm ├── __init__.py ├── dataset_utils.py ├── lr_functions.py ├── models │ ├── __init__.py │ ├── builder.py │ ├── condition_encoder.py │ ├── diffusion_denoising.py │ ├── dino.py │ ├── one_hot_categorical.py │ └── unet_openai │ │ ├── __init__.py │ │ ├── attention.py │ │ ├── fp16_util.py │ │ ├── nn.py │ │ └── unet.py ├── optimizer.py ├── polyak.py ├── trainer.py └── utils.py ├── ddpm_eval.py ├── ddpm_train.py ├── evaluation ├── __init__.py ├── cs_eval.py ├── eval_cdm.py ├── evaluate_lidc_sampling_speed.py ├── evaluate_lidc_uncertainty.py ├── labels.py └── utils.py ├── params.yml ├── params_eval.yml └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 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