Ilja Manakov

According to our database, Ilja Manakov authored at least 4 papers between 2019 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels.

Valentyn Melnychuk, Evgeniy Faerman, Ilja Manakov, Thomas Seidl

Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

2019

Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck.

Ilja Manakov, Markus Rohm, Volker Tresp

CoRR, 2019

Push it to the Limit: Discover Edge-Cases in Image Data with Autoencoders.

Ilja Manakov, Volker Tresp

CoRR, 2019

Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation.

Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten U. Kortuem, Volker Tresp

Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019