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Signed-off-by: Eric Kerfoot <[email protected]>
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generation/README.md

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@@ -49,6 +49,9 @@ Examples show how to train Vector Quantized Variation Autoencoder on [2D](./2d_v
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## [Training a 2D Denoising Diffusion Probabilistic Model](./2d_ddpm/2d_ddpm_tutorial.ipynb):
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Example shows how to easily train a DDPM on medical data (MedNIST).
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## [Training a 3D Denoising Diffusion Probabilistic Model](./3d_ddpm/3d_ddpm_tutorial.ipynb):
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Example shows how to easily train a DDPM on medical data (Decathlon Task 01).
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## [Comparing different noise schedulers](./2d_ddpm/2d_ddpm_compare_schedulers.ipynb):
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Example compares the performance of different noise schedulers. This shows how to sample a diffusion model using the DDPM, DDIM, and PNDM schedulers and how different numbers of timesteps affect the quality of the samples.
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