Publications

Hardik Arora; Christoph Langenhan; Frank Petzold; Viktor Eisenstadt; Klaus-Dieter Althoff

METIS-GAN: An approach to generate spatial configurations using deep learning and semantic building models

In: Proceedings of the European Conference on Product and Process Modeling 2020-2021. European Conference on Product and Process Modeling (ECPPM-2021), May 5-7, Moscow, Russian Federation, European Association of Product and Process Modelling, 2021.

Wei Jiang; Hans Dieter Schotten

Predictive Relay Selection: A Cooperative Diversity Scheme Using Deep Learning

In: IEEE Wireless Communications and Networking Conference. IEEE Wireless Communications and Networking Conference (WCNC-2021), March 29 - April 1, Nanjing, China, IEEE, 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.

Sk Aziz Ali; Kerem Kahraman; Christian Theobalt; Didier Stricker; Vladislav Golyanik

Fast Gravitational Approach for Rigid Point SetRegistration With Ordinary Differential Equations

In: Mingbo Zhao (Hrsg.). IEEE Access, Vol. 9, Pages 79060-79079, IEEE Access, 6/2021.

Hammad Tanveer Butt; Bertram Taetz; Mathias Musahl; Maria Alejandra Sanchez Marin; Pramod Murthy; Didier Stricker

Magnetometer Robust Deep Human Pose Regression With Uncertainty Prediction Using Sparse Body Worn Magnetic Inertial Measurement Units

In: IEEE Access, Vol. 9, Pages 36657-36673, IEEE, 2/2021.