Publikationen

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Niclas Kath; Heinz Handels; Andre Mastmeyer

Robust GPU-based virtual reality simulation of radio-frequency ablations for various needle geometries and locations

In: H.U. Lemke; Franziska Schweikert (Hrsg.). International journal of computer assisted radiology and surgery (IJCARS), Vol. 14, No. 11, Pages …
Noshaba Cheema

In Silico User Testing for Mid-Air Interactions with Deep Reinforcement Learning

Mastersthesis, Saarland University, 9/2019.
Noshaba Cheema

Fine-Grained Semantic Segmentation of Motion Capture Data using Convolutional Neural Networks

Mastersthesis, Saarland University, 3/2019.
Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

Evaluation of Image Processing Methods for Clinical Applications

In: Heinz Handels; Thomas M. Deserno; Andreas Maier; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die …
Hristina Uzunova; Sandra Schultz; Heinz Handels; Jan Ehrhardt

Unsupervised pathology detection in medical images using conditional variational autoencoders

In: International Journal of Computer Assisted Radiology and Surgery (IJCARS), Vol. 14, No. 3, Pages 451-461, Springer, 2019.
Hristina Uzunova; Jan Ehrhardt; Timo Kepp; Heinz Handels

Interpretable explanations of black box classifiers applied on medical images by meaningful perturbations using variational autoencoders

In: Elsa D. Angelini; Bennett A. Landman (Hrsg.). Medical Imaging 2019: Image Processing. SPIE Medical Imaging, February 16-21, San Diego, CA, USA, …
Hristina Uzunova; Jan Ehrhardt; Fabian Jacob; Alex Frydrychowicz; Heinz Handels

Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images

In: Dinggang Shen; Tianming Liu; Terry M. Peters; Lawrence H. Staib; Caroline Essert; Sean Zhou; Pew-Thian Yap; Ali Khan (Hrsg.). Medical Image …
Daniel Kondratyuk

Multilingual Learning using Syntactic Multi-Task Training

Mastersthesis, Institute of Formal and Applied Linguistics, 2019.
Daniel Kondratyuk

Cross-Lingual Lemmatization and Morphology Tagging with Two-Stage Multilingual BERT Fine-Tuning

In: Proceedings of the 16th Workshop on Computational Research in Phonetics, Phonology, and Morphology. Workshop on Computational Research in …
Daniel Kondratyuk; Milan Straka

75 Languages, 1 Model: Parsing Universal Dependencies Universally

In: Proceedings of the Conference on Empirical Methods in Natural Language Processing 2019. Conference on Empirical Methods in Natural Language …