Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. - Ilja Manakov; Markus Rohm; Christoph Kern; Benedikt Schworm; Karsten U. Kortuem; Volker Tresp (DART/MIL3ID@MICCAI, 2019)

Push it to the Limit: Discover Edge-Cases in Image Data with Autoencoders. - Ilja Manakov; Volker Tresp (CoRR, 2019)

Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck. - Ilja Manakov; Markus Rohm; Volker Tresp (CoRR, 2019)

Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels. - Valentyn Melnychuk; Evgeniy Faerman; Ilja Manakov; Thomas Seidl 001 (CIKM (Workshops), 2020)