Chapter 08.04: Specific Autoencoders and Applications

This subchapter introduces convolutional autoencoders (ConvAEs), which utilize convolutional and transpose convolutional layers for processing image data. Furthermore, some practical applications e.g. the denoising of medical images or image compression are briefly presented.

Lecture slides