Publications

Yes We Care! – Certification for Machine Learning Methods through the Care Label Framework

Morik, Katharina; Kotthaus, Helena; Fischer, Raphael; Mücke, Sascha; Jakobs, Matthias; Piatkowski, Nico; Pauly, Andreas; Heppe, Lukas; Heinrich, Danny, 2022

Published in: Frontiers in Artificial Intelligence

Check Mate: A Sanity Check for Trustworthy AI

Mücke, Sascha; Pfahler, Lukas, 2022

Published in: Proceedings of the LWDA 2022 Workshops: FGWM, FGKD, and FGDB

TGLib: An Open-Source Library for Temporal Graph Analysis

Oettershagen, Lutz; Mutzel, Petra, 2022

Published in: 2022 IEEE International Conference on Data Mining Workshops (ICDMW)

Frequent Generalized Subgraph Mining via Graph Edit Distances

Palme, Richard; Welke, Pascal, 2022

Published in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. ECML PKDD 2022

Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning

Piatkowski, Nico; Gerlach, Thore; Hugues, Romain; Sifa, Rafet; Bauckhage, Christian; Barbaresco, Frederic, 2022

Published in: 2022 25th International Conference on Information Fusion (FUSION)

A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives

Pielka, Maren; Rode, Felix; Pucknat, Lisa; Deußer, Tobias; Sifa, Rafet, 2022

Published in: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)

TaylorSwiftNet: Taylor Driven Temporal Modeling for Swift Future Frame Prediction

Pourheydari, Saber; Bahrami, Emad; Fayyaz, Mohsen; Francesca, Gianpiero; Noroozi, Mehdi; Gall, Jürgen, 2022

Published in: 33rd British Machine Vision Conference 2022

FaDIV-Syn: Fast Depth-Independent View Synthesis using Soft Masks and Implicit Blending

Rochow, Andre; Schwarz, Max; Weinmann, Michael; Behnke, Sven, 2022

Published in: Robotics: Science and Systems

VR Facial Animation for Immersive Telepresence Avatars

Rochow, Andre; Schwarz, Max; Schreiber, Michael; Behnke, Sven, 2022

Published in: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks

Roth, Andreas; Liebig, Thomas, 2022

Published in: 2022 IEEE International Conference on Data Mining Workshops (ICDMW)