Publications

Marja Fleitmann; Hristina Uzunova; Andreas Martin Stroth; Jan Gerlach; Alexander Fürschke; Jörg Barkhausen; Arpad Bischof; Heinz Handels

Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization

In: Juan Ye; Michael J. O'Grady; Gabriele Civitarese; Kristina Yordanova (Hrsg.). Proceedings of the 10th EAI International Conference on Wireless Mobile Communication and Healthcare. International Conference on Wireless Mobile Communication and Healthcare (MobiHealth-2021), November 13-14, Chongqing/Virtual, China, Pages 315-322, ISBN 978-3-030-70569-5, Springer International Publishing, 2021.

Hristina Uzunova; Jesse Kruse; Paul Kaftan; Matthias Wilms; Nils D Forkert; Heinz Handels; Jan Ehrhardt

Analysis of Generative Shape Modeling Approaches: Latent Space Properties and Interpretability

In: Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on Medical Image Computing, Regensburg, March 7-9, 2021. Workshop Bildverarbeitung für die Medizin (BVM-2021), March 7-9, Regensburg, Germany, Pages 344-349, Springer, 2021.

Christopher Metz; Mehran Goli; Rolf Drechsler

Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs

In: Proceedings of SLOHA Workshop 2021. System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA-2021), located at Design, Automation and Test in Europe Conference (DATE), February 5, Grenoble, France, 2021.

Dennis Stumpf; Stephan Krauß; Gerd Reis; Oliver Wasenmüller; Didier Stricker

SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences

In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. International Conference on Computer Vision Theory and Applications (VISAPP-2021), February 8-10, Online (due to COVID-19), Pages 595-603, Vol. Volume 4 VISAPP: VISAPP, ISBN 978-989-758-488-6, SciTePress, 2021.

Fabrizio Nunnari; Daniel Sonntag

A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities

In: Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS-2021), June 8-11, Eindhoven/Virtual, Netherlands, EICS '21, ISBN 9781450384490, Association for Computing Machinery, 2021.

Ellák Somfai; Benjámin Baffy; Kristian Fenech; Changlu Guo; Rita Hosszú; Dorina Korózs; Fabrizio Nunnari; Marcell Pólik; Daniel Sonntag; Attila Ulbert; András Lorincz

Minimizing false negative rate in melanoma detection and providing insight into the causes of classification

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2102.09199, Pages 1-14, arXiv, 2021.

Dominique Mercier; Andreas Dengel; Sheraz Ahmed

PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification

In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2021), July 18-22, Virtual, Vol. abs/2102.05917, Arxiv, 2021.

Dominic Neu; Johannes Lahann; Peter Fettke

A systematic literature review on state-of-the-art deep learning methods for process prediction

In: Artificial Intelligence Review, Vol. Online, Springer Nature, 3/2021.

Saadullah Amin; Günter Neumann

T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition

In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Conference of the European Chapter of the Association for Computational Linguistics (EACL-2021), System Demonstrations, April 19-23, Kyiv/Virtual, Ukraine, Pages 212-220, Association for Computational Linguistics (ACL), 4/2021.

Ahmet Firintepe; Carolin Vey; Stylianos Asteriadis; Alain Pagani; Didier Stricker

From IR Images to Point Clouds to Pose: Point Cloud-Based AR Glasses Pose Estimation

In: Nadia Magnenat Thalmann (Hrsg.). Journal of Imaging, Vol. 7, No. 80, Pages 1-18, MDPI, 4/2021.