From c47841920304ff1eaf322bf81e3f6b608decb847 Mon Sep 17 00:00:00 2001 From: Virginia Fernandez Date: Mon, 11 Nov 2024 17:23:41 +0000 Subject: [PATCH] Update to the README file to include diffusion autoencoder. Signed-off-by: Virginia --- generation/README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/generation/README.md b/generation/README.md index f2932f6b8..4f4345862 100644 --- a/generation/README.md +++ b/generation/README.md @@ -78,3 +78,6 @@ Examples show how to perform anomaly detection in 2D, using implicit guidance [2 ## 2D super-resolution using diffusion models: [using torch](./2d_super_resolution/2d_sd_super_resolution.ipynb) and [using torch lightning](./2d_super_resolution/2d_sd_super_resolution_lightning.ipynb). Examples show how to perform super-resolution in 2D, using PyTorch and PyTorch Lightning. + +## [Guiding the synthetic process using a semantic encoder](./2d_diffusion_autoencoder/2d_diffusion_autoencoder.ipynb) +Example shows how to train a DDPM and an encoder simultaneously, resulting in the latents of the encoder guiding the inference process of the DDPM. \ No newline at end of file