The main challenge of universal image restoration tasks is handling different degradation images at once. In this work, we propose a selective hourglass mapping strategy based on conditional diffusion ...

# This demo is a toy example of how to use MONAI's AutoencoderKL. In particular, it uses the Autoencoder with a Kullback-Leibler regularisation as implemented by ...