Publikationen

Hristina Uzunova; Leonie Basso; Jan Ehrhardt; Heinz Handels

Synthesis of annotated pathological retinal OCT data with pathology-induced deformations

In: Medical Imaging 2022: Computer-Aided Diagnosis. SPIE Medical Imaging, Pages 908-913, Vol. 12033, SPIE, 2022.

Julia Andresen; Timo Kepp; Jan Ehrhardt; Claus von der Burchard; Johann Roider; Heinz Handels

Deep learning-based simultaneous registration and unsupervised non-correspondence segmentation of medical images with pathologies

In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, No. 4, Pages 699-710, Springer, 2022.

Hristina Uzunova; Matthias Wilms; Nils D Forkert; Heinz Handels; Jan Ehrhardt

A systematic comparison of generative models for medical images

In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 17, Pages 1-12, Springer, 2022.

Mina Ameli; Viktor Pfanschilling; Anar Amirli; Wolfgang Maaß; Kristian Kersting

Unsupervised Multi-Sensor Anomaly Localization with Explainable AI

In: Proceedings of AIAI 2022. International Conference on Artificial Intelligence Applications and Innovations (AIAI-2022), June 17-20, Crete, Greece, …

Timo Kepp; Julia Andresen; Helge Sudkamp; Claus von der Burchard; Johann Roider; Gereon Hüttmann; Jan Ehrhardt; Heinz Handels

Epistemic and Aleatoric Uncertainty Estimation for PED, Segmentation in Home OCT Images

In: Klaus Maier-Hein; Thomas M Deserno; Heinz Handels; Andreas Maier; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die Medizin 2022. …

Julia Andresen; Timo Kepp; Michael Wang-Evers; Jan Ehrhardt; Dieter Manstein; Heinz Handels

Unsupervised Segmentation of Wounds in Optical Coherence Tomography Images Using Invariant Information Clustering

In: Klaus Maier-Hein; Thomas M Deserno; Heinz Handels; Andreas Maier; Christoph Palm; Thomas Tolxsdorff (Hrsg.). Bildverarbeitung für die Medizin …

Nico Herbig

Multi-Modal Post-Editing of Machine Translation

PhD-Thesis, Saarland University, 5/2022.

Alexander Dettmann; Thomas Vögele; Jorge Ocon; Iulia Dragomir; Shashank Govindaraj; Matteo De Benedetti; Valerie Ciarletti; Rafik Hassen-Khodja; Thierry Germa; Raphael Viards; Gonzalo J. Paz-Delgado; Laura M. Mantoani

CoRob-X: A Cooperative Robot Team for the Exploration of Lunar Skylights

In: ESA (Hrsg.). Proceedings of the Symposium on Advanced Space Technologies in Robotics and Automation. ESA/Estec Symposium on Advanced Space …

Alexander Dettmann; Steffen Planthaber; Vinzenz Bargsten; Raul Dominguez; Gianluca Cerilli; Marco Marchitto; Geoff Fink; Michele Focchi; Victor Barasuol; Claudio Semini; Robert Marc

Towards a Generic Navigation and Locomotion Control System for Legged Space Exploration

In: Proceedings of the Symposium on Advanced Space Technologies in Robotics and Automation. ESA/Estec Symposium on Advanced Space Technologies in …

Víctor Uc-Cetina; Nicolás Navarro-Guerrero; Anabel Martin-Gonzalez; Cornelius Weber; Stefan Wermter

Survey on Reinforcement Learning for Language Processing

In: Artificial Intelligence Review, Vol. 1, Pages 1-33, Springer, 6/2022.