├── README.md ├── assets └── demo.gif ├── data ├── __pycache__ │ ├── lidc_idri.cpython-38.pyc │ └── lidc_idri.cpython-39.pyc └── lidc_idri.py ├── demo ├── demo1.png ├── demo2.png └── demo3.png ├── environment.yml ├── generation.py ├── json └── LIDC_IDRI.json ├── ldm ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── __init__.cpython-39.pyc │ ├── util.cpython-38.pyc │ └── util.cpython-39.pyc ├── models │ ├── __pycache__ │ │ ├── autoencoder.cpython-38.pyc │ │ ├── autoencoder.cpython-39.pyc │ │ └── embedding.cpython-38.pyc │ ├── autoencoder.py │ ├── diffusion │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── ddim.cpython-38.pyc │ │ │ └── ddpm.cpython-38.pyc │ │ ├── ddim.py │ │ ├── ddpm.py │ │ ├── plms.py │ │ └── sampling_util.py │ └── embedding.py ├── modules │ ├── __pycache__ │ │ ├── ema.cpython-38.pyc │ │ └── ema.cpython-39.pyc │ ├── attention.py │ ├── diffusionmodules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── model.cpython-38.pyc │ │ │ ├── model.cpython-39.pyc │ │ │ ├── unet3d.cpython-38.pyc │ │ │ └── util.cpython-38.pyc │ │ ├── model.py │ │ ├── openaimodel.py │ │ ├── unet3d.py │ │ └── util.py │ ├── discriminator │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── model.cpython-38.pyc │ │ │ └── model.cpython-39.pyc │ │ └── model.py │ ├── distributions │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── distributions.cpython-38.pyc │ │ └── distributions.py │ ├── ema.py │ ├── embedding │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ └── modules.cpython-38.pyc │ │ ├── modules.py │ │ └── quantize.py │ ├── encoders │ │ ├── __init__.py │ │ └── modules.py │ ├── loggers │ │ ├── __pycache__ │ │ │ ├── logger.cpython-38.pyc │ │ │ └── logger.cpython-39.pyc │ │ └── logger.py │ ├── losses │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── lpips.cpython-38.pyc │ │ │ ├── lpips.cpython-39.pyc │ │ │ ├── vqperceptual.cpython-38.pyc │ │ │ └── vqperceptual.cpython-39.pyc │ │ ├── lpips.py │ │ └── vqperceptual.py │ ├── util.py │ └── vqvae │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── quantize.cpython-38.pyc │ │ └── quantize.cpython-39.pyc │ │ ├── quantize.py │ │ └── quantize_ori.py └── util.py ├── main.py └── models ├── autoencoder └── autoencoder_vq_32x32x32_8.yaml ├── embedding └── embedding_32x32x32_8.yaml └── ldm └── ldm_32x32x32_8.yaml /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qingze-bai/XctDiff/HEAD/README.md -------------------------------------------------------------------------------- /assets/demo.gif: 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