├── .gitignore ├── 1_UPSTREAM ├── 1_HWDAE │ ├── data_utils.py │ ├── generative │ │ ├── __init__.py │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ ├── inferer.py │ │ │ └── inferer_ae.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder_modules.py │ │ │ │ ├── selfattention.py │ │ │ │ ├── spade_norm.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ └── diffusion_model_aniso_unet_AE_official.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── pndm.py │ │ │ │ └── scheduler.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── component_store.py │ │ │ ├── enums.py │ │ │ ├── misc.py │ │ │ └── ordering.py │ │ └── version.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ └── trainer_HWDAE.py ├── 2_WDDAE │ ├── data_utils.py │ ├── generative │ │ ├── __init__.py │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ ├── inferer.py │ │ │ └── inferer_ae.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder_modules.py │ │ │ │ ├── selfattention.py │ │ │ │ ├── spade_norm.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ └── diffusion_model_aniso_unet.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── pndm.py │ │ │ │ └── scheduler.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── component_store.py │ │ │ ├── enums.py │ │ │ ├── misc.py │ │ │ └── ordering.py │ │ └── version.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ └── trainer_simple_diffusion_wavelet.py ├── 3_DDAE │ ├── data_utils.py │ ├── generative │ │ ├── __init__.py │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ ├── inferer.py │ │ │ └── inferer_ae.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder_modules.py │ │ │ │ ├── selfattention.py │ │ │ │ ├── spade_norm.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ └── diffusion_model_aniso_unet.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── pndm.py │ │ │ │ └── scheduler.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── component_store.py │ │ │ ├── enums.py │ │ │ ├── misc.py │ │ │ └── ordering.py │ │ └── version.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ └── trainer_simple_diffusion.py ├── 4_Pixel2Style2Pixel │ ├── PREVIOUS │ │ ├── .ipynb_checkpoints │ │ │ └── decoder-checkpoint.py │ │ ├── decoder.py │ │ └── pSp_simple.py │ ├── StyleGAN2 │ │ ├── __init__.py │ │ ├── cli.py │ │ ├── data_utils.py │ │ ├── diff_augment.py │ │ ├── stylegan2_3D_pytorch.py │ │ ├── training_pro.ipynb │ │ └── version.py │ ├── data_utils.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ └── trainer.py ├── 5_DisAE │ ├── data │ │ ├── .ipynb_checkpoints │ │ │ └── data_pretrain-checkpoint.py │ │ ├── __init__.py │ │ └── data_pretrain.py │ ├── logger.py │ ├── lr_scheduler.py │ ├── main.py │ ├── models │ │ ├── .ipynb_checkpoints │ │ │ ├── build-checkpoint.py │ │ │ ├── prac.-checkpoint.ipynb │ │ │ ├── simmim-checkpoint.py │ │ │ ├── simmim_advanced-checkpoint.py │ │ │ └── swin_transformer_3d-checkpoint.py │ │ ├── __init__.py │ │ ├── build.py │ │ ├── prac..ipynb │ │ ├── simmim.py │ │ ├── simmim_advanced.py │ │ ├── simmim_advanced_ori.py │ │ ├── swin_transformer.py │ │ ├── swin_transformer_3d.py │ │ └── vision_transformer.py │ └── utils.py ├── 6_HDAE │ ├── data_utils.py │ ├── generative │ │ ├── __init__.py │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ ├── inferer.py │ │ │ └── inferer_ae.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder_modules.py │ │ │ │ ├── selfattention.py │ │ │ │ ├── spade_norm.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ └── diffusion_model_aniso_unet_AE_no_wavelet.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── pndm.py │ │ │ │ └── scheduler.py │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── component_store.py │ │ │ ├── enums.py │ │ │ ├── misc.py │ │ │ └── ordering.py │ │ └── version.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ └── trainer_ddpm_hdae.py └── 7_SimMIM │ ├── data_utils.py │ ├── logger.py │ ├── lr_scheduler.py │ ├── main.py │ ├── models │ ├── .ipynb_checkpoints │ │ ├── build-checkpoint.py │ │ ├── prac-checkpoint.ipynb │ │ ├── simmim-checkpoint.py │ │ ├── simmim_advanced-checkpoint.py │ │ └── swin_transformer_3d-checkpoint.py │ ├── __init__.py │ ├── build.py │ ├── prac.ipynb │ ├── simmim.py │ ├── simmim_advanced.py │ └── swin_transformer_3d.py │ └── utils.py ├── 2_DOWNSTREAM ├── 1_EP │ ├── PREVIOUS │ │ ├── DDPM │ │ │ └── generative │ │ │ │ ├── __init__.py │ │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ └── scheduler.py │ │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ │ └── version.py │ │ ├── DisAE │ │ │ ├── .ipynb_checkpoints │ │ │ │ └── simmim_advanced-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── simmim_advanced.py │ │ │ └── swin_transformer_3d.py │ │ ├── HDAE │ │ │ └── generative │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder │ │ │ │ ├── __init__.py │ │ │ │ ├── densenet3d.py │ │ │ │ ├── efficientnet3d.py │ │ │ │ ├── resnet3d.py │ │ │ │ ├── resnet3d_broad.py │ │ │ │ └── utils.py │ │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet_AE_no_wavelet.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── ddpm_multi.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ ├── scheduler.py │ │ │ │ │ └── scheduler_multi.py │ │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ │ └── version.py │ │ ├── HWDAE │ │ │ └── generative │ │ │ │ ├── __init__.py │ │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet_AE_official.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ └── scheduler.py │ │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ │ └── version.py │ │ ├── P2S2P │ │ │ ├── __init__.py │ │ │ └── networks.py │ │ ├── SimMIM │ │ │ ├── __init__.py │ │ │ ├── simmim.py │ │ │ └── swin_transformer_3d.py │ │ └── __init__.py │ ├── data_utils.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ ├── prac copy.ipynb │ ├── prac.ipynb │ ├── trainer_ep.py │ └── utils.py ├── 2_PMP │ ├── PREVIOUS │ │ ├── DDPM │ │ │ └── generative │ │ │ │ ├── __init__.py │ │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ └── scheduler.py │ │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ │ └── version.py │ │ ├── DisAE │ │ │ ├── .ipynb_checkpoints │ │ │ │ └── simmim_advanced-checkpoint.py │ │ │ ├── __init__.py │ │ │ ├── simmim_advanced.py │ │ │ └── swin_transformer_3d.py │ │ ├── HDAE │ │ │ └── generative │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder │ │ │ │ ├── __init__.py │ │ │ │ ├── densenet3d.py │ │ │ │ ├── efficientnet3d.py │ │ │ │ ├── resnet3d.py │ │ │ │ ├── resnet3d_broad.py │ │ │ │ └── utils.py │ │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet_AE_no_wavelet.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── ddpm_multi.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ ├── scheduler.py │ │ │ │ │ └── scheduler_multi.py │ │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ │ └── version.py │ │ ├── HWDAE │ │ │ └── generative │ │ │ │ ├── __init__.py │ │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet_AE_official.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ └── scheduler.py │ │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ │ └── version.py │ │ ├── P2S2P │ │ │ ├── __init__.py │ │ │ └── networks.py │ │ ├── SimMIM │ │ │ ├── __init__.py │ │ │ ├── simmim.py │ │ │ └── swin_transformer_3d.py │ │ └── __init__.py │ ├── data_utils.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ ├── trainer_pmp.py │ └── utils.py └── 3_SOY │ ├── PREVIOUS │ ├── DDPM │ │ └── generative │ │ │ ├── __init__.py │ │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ ├── inferer.py │ │ │ └── inferer_ae.py │ │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder_modules.py │ │ │ │ ├── selfattention.py │ │ │ │ ├── spade_norm.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ └── diffusion_model_aniso_unet.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── pndm.py │ │ │ │ └── scheduler.py │ │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── component_store.py │ │ │ ├── enums.py │ │ │ ├── misc.py │ │ │ └── ordering.py │ │ │ └── version.py │ ├── DisAE │ │ ├── .ipynb_checkpoints │ │ │ └── simmim_advanced-checkpoint.py │ │ ├── __init__.py │ │ ├── simmim_advanced.py │ │ └── swin_transformer_3d.py │ ├── HDAE │ │ └── generative │ │ │ ├── __init__.py │ │ │ ├── encoder │ │ │ ├── __init__.py │ │ │ ├── densenet3d.py │ │ │ ├── efficientnet3d.py │ │ │ ├── resnet3d.py │ │ │ ├── resnet3d_broad.py │ │ │ └── utils.py │ │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ ├── inferer.py │ │ │ └── inferer_ae.py │ │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder_modules.py │ │ │ │ ├── selfattention.py │ │ │ │ ├── spade_norm.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ └── diffusion_model_aniso_unet_AE_no_wavelet.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── ddpm_multi.py │ │ │ │ ├── pndm.py │ │ │ │ ├── scheduler.py │ │ │ │ └── scheduler_multi.py │ │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── component_store.py │ │ │ ├── enums.py │ │ │ ├── misc.py │ │ │ └── ordering.py │ │ │ └── version.py │ ├── HWDAE │ │ └── generative │ │ │ ├── __init__.py │ │ │ ├── engines │ │ │ ├── __init__.py │ │ │ ├── prepare_batch.py │ │ │ └── trainer.py │ │ │ ├── inferers │ │ │ ├── __init__.py │ │ │ ├── inferer.py │ │ │ └── inferer_ae.py │ │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── adversarial_loss.py │ │ │ ├── perceptual.py │ │ │ └── spectral_loss.py │ │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── fid.py │ │ │ ├── mmd.py │ │ │ ├── ms_ssim.py │ │ │ └── ssim.py │ │ │ ├── networks │ │ │ ├── __init__.py │ │ │ ├── blocks │ │ │ │ ├── __init__.py │ │ │ │ ├── encoder_modules.py │ │ │ │ ├── selfattention.py │ │ │ │ ├── spade_norm.py │ │ │ │ └── transformerblock.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── vector_quantizer.py │ │ │ ├── nets │ │ │ │ ├── __init__.py │ │ │ │ └── diffusion_model_aniso_unet_AE_official.py │ │ │ └── schedulers │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── pndm.py │ │ │ │ └── scheduler.py │ │ │ ├── utils │ │ │ ├── __init__.py │ │ │ ├── component_store.py │ │ │ ├── enums.py │ │ │ ├── misc.py │ │ │ └── ordering.py │ │ │ └── version.py │ ├── P2S2P │ │ ├── __init__.py │ │ └── networks.py │ ├── SimMIM │ │ ├── __init__.py │ │ ├── simmim.py │ │ └── swin_transformer_3d.py │ └── __init__.py │ ├── data_utils.py │ ├── lr_scheduler.py │ ├── main.py │ ├── model.py │ ├── trainer_soy.py │ └── utils.py ├── 3_RECONSTRUCTION ├── 0_GENERATION │ ├── 2_WDDAE │ │ ├── data_utils.py │ │ ├── generate.py │ │ ├── generative │ │ │ ├── __init__.py │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ └── scheduler.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ └── version.py │ │ ├── main.py │ │ ├── model.py │ │ └── trainer_simple_diffusion_wavelet.py │ ├── 3_DDAE │ │ ├── data_utils.py │ │ ├── generate.py │ │ ├── generative │ │ │ ├── __init__.py │ │ │ ├── engines │ │ │ │ ├── __init__.py │ │ │ │ ├── prepare_batch.py │ │ │ │ └── trainer.py │ │ │ ├── inferers │ │ │ │ ├── __init__.py │ │ │ │ ├── inferer.py │ │ │ │ └── inferer_ae.py │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── adversarial_loss.py │ │ │ │ ├── perceptual.py │ │ │ │ └── spectral_loss.py │ │ │ ├── metrics │ │ │ │ ├── __init__.py │ │ │ │ ├── fid.py │ │ │ │ ├── mmd.py │ │ │ │ ├── ms_ssim.py │ │ │ │ └── ssim.py │ │ │ ├── networks │ │ │ │ ├── __init__.py │ │ │ │ ├── blocks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── encoder_modules.py │ │ │ │ │ ├── selfattention.py │ │ │ │ │ ├── spade_norm.py │ │ │ │ │ └── transformerblock.py │ │ │ │ ├── layers │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── vector_quantizer.py │ │ │ │ ├── nets │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── diffusion_model_aniso_unet.py │ │ │ │ └── schedulers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ddim.py │ │ │ │ │ ├── ddpm.py │ │ │ │ │ ├── pndm.py │ │ │ │ │ └── scheduler.py │ │ │ ├── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── component_store.py │ │ │ │ ├── enums.py │ │ │ │ ├── misc.py │ │ │ │ └── ordering.py │ │ │ └── version.py │ │ ├── main.py │ │ ├── model.py │ │ └── trainer_simple_diffusion.py │ └── 4_StyleGAN2 │ │ ├── data_utils.py │ │ ├── diff_augment.py │ │ ├── generate.py │ │ └── stylegan2_3D_pytorch.py ├── 1_HWDAE │ ├── RECONSTRUCTION.ipynb │ └── generative │ │ ├── __init__.py │ │ ├── engines │ │ ├── __init__.py │ │ ├── prepare_batch.py │ │ └── trainer.py │ │ ├── inferers │ │ ├── __init__.py │ │ ├── inferer.py │ │ └── inferer_ae.py │ │ ├── losses │ │ ├── __init__.py │ │ ├── adversarial_loss.py │ │ ├── perceptual.py │ │ └── spectral_loss.py │ │ ├── metrics │ │ ├── __init__.py │ │ ├── fid.py │ │ ├── mmd.py │ │ ├── ms_ssim.py │ │ └── ssim.py │ │ ├── networks │ │ ├── __init__.py │ │ ├── blocks │ │ │ ├── __init__.py │ │ │ ├── encoder_modules.py │ │ │ ├── selfattention.py │ │ │ ├── spade_norm.py │ │ │ └── transformerblock.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ └── vector_quantizer.py │ │ ├── nets │ │ │ ├── __init__.py │ │ │ └── diffusion_model_aniso_unet_AE_official.py │ │ └── schedulers │ │ │ ├── __init__.py │ │ │ ├── ddim.py │ │ │ ├── ddpm.py │ │ │ ├── pndm.py │ │ │ └── scheduler.py │ │ ├── utils │ │ ├── __init__.py │ │ ├── component_store.py │ │ ├── enums.py │ │ ├── misc.py │ │ └── ordering.py │ │ └── version.py ├── 4_Pixel2Style2Pixel │ ├── RECONSTRUCTION.ipynb │ └── diff_augment.py ├── 5_DisAE │ ├── RECONSTRUCTION.ipynb │ └── swin_transformer_3d.py ├── 6_HDAE │ ├── RECONSTRUCTION.ipynb │ └── generative │ │ ├── __init__.py │ │ ├── engines │ │ ├── __init__.py │ │ ├── prepare_batch.py │ │ └── trainer.py │ │ ├── inferers │ │ ├── __init__.py │ │ ├── inferer.py │ │ ├── inferer_ae.py │ │ └── inferer_multi.py │ │ ├── losses │ │ ├── __init__.py │ │ ├── adversarial_loss.py │ │ ├── perceptual.py │ │ └── spectral_loss.py │ │ ├── metrics │ │ ├── __init__.py │ │ ├── fid.py │ │ ├── mmd.py │ │ ├── ms_ssim.py │ │ └── ssim.py │ │ ├── networks │ │ ├── __init__.py │ │ ├── blocks │ │ │ ├── __init__.py │ │ │ ├── encoder_modules.py │ │ │ ├── selfattention.py │ │ │ ├── spade_norm.py │ │ │ └── transformerblock.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ └── vector_quantizer.py │ │ ├── nets │ │ │ ├── __init__.py │ │ │ └── diffusion_model_aniso_unet_AE_no_wavelet.py │ │ └── schedulers │ │ │ ├── __init__.py │ │ │ ├── ddim.py │ │ │ ├── ddpm.py │ │ │ ├── pndm.py │ │ │ └── scheduler.py │ │ ├── utils │ │ ├── __init__.py │ │ ├── component_store.py │ │ ├── enums.py │ │ ├── misc.py │ │ └── ordering.py │ │ └── version.py ├── 7_SimMIM │ ├── RECONSTRUCTION_SimMIM.ipynb │ ├── build.py │ ├── simmim.py │ ├── simmim_advanced.py │ └── swin_transformer_3d.py └── DATA │ ├── Generated_sample_1.nii.gz │ ├── Generated_sample_2.nii.gz │ └── Generated_sample_3.nii.gz ├── 4_LATENT_MANIPULATION ├── HWDAE_MANIPULATION.ipynb └── generative │ ├── __init__.py │ ├── engines │ ├── __init__.py │ ├── prepare_batch.py │ └── trainer.py │ ├── inferers │ ├── __init__.py │ ├── inferer.py │ ├── inferer_ae.py │ └── inferer_multi.py │ ├── losses │ ├── __init__.py │ ├── adversarial_loss.py │ ├── perceptual.py │ └── spectral_loss.py │ ├── metrics │ ├── __init__.py │ ├── fid.py │ ├── mmd.py │ ├── ms_ssim.py │ └── ssim.py │ ├── networks │ ├── __init__.py │ ├── blocks │ │ ├── __init__.py │ │ ├── encoder_modules.py │ │ ├── selfattention.py │ │ ├── spade_norm.py │ │ └── transformerblock.py │ ├── layers │ │ ├── __init__.py │ │ └── vector_quantizer.py │ ├── nets │ │ ├── __init__.py │ │ └── diffusion_model_aniso_unet_AE_official.py │ └── schedulers │ │ ├── __init__.py │ │ ├── ddim.py │ │ ├── ddpm.py │ │ ├── pndm.py │ │ └── scheduler.py │ ├── utils │ ├── __init__.py │ ├── component_store.py │ ├── enums.py │ ├── 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