Ilja Manakov

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 6

Top Topics

Biomedical Images

Medical Diagnostic

Top Venues

CIKM (Workshops)

DART/MIL3ID@MICCAI

Publications

Valentyn Melnychuk, Evgeniy Faerman, Ilja Manakov, Thomas Seidl
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels. CIKM (Workshops) (2020)
Valentyn Melnychuk, Evgeniy Faerman, Ilja Manakov, Thomas Seidl
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels. CoRR (2020)
Ilja Manakov, Markus Rohm, Volker Tresp
Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck. CoRR (2019)
Ilja Manakov, Volker Tresp
Push it to the Limit: Discover Edge-Cases in Image Data with Autoencoders. CoRR (2019)
Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten Kortuem, Volker Tresp
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. CoRR (2019)
Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten Kortuem, Volker Tresp
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation. DART/MIL3ID@MICCAI (2019)