Institut für Informationsverarbeitung (TNT)

Conference Contributions
- Andre Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer
  Algorithm Control: Foundation of a New Meta-Algorithmic Framework
  Proceedings of the European Conference on Artificial Intelligence (ECAI), 2020
  (pdf) BibTeX
- Fabian Hartmann, Aron Sommer, Ulrike Pestel-Schiller, Jörn Osterman
  A scheme for stabilizing the image generation for VideoSAR
  13th European Conference on Synthetic Aperture Radar, June 2020, edited by EUSAR 2020
  BibTeX
- Florian Kluger, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn
  Temporally Consistent Horizon Lines
  International Conference on Robotics and Automation (ICRA), Paris, France, June 2020
  (arXiv) BibTeX
- Florian Kluger, Eric Brachmann, Hanno Ackermann, Carsten Rother, Michael Ying Yang, Bodo Rosenhahn
  CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus
  Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, June 2020
  (arXiv) BibTeX
- Felix Kuhnke, Lars Rumberg, Jörn Ostermann
  Two-Stream Aural-Visual Affect Analysis in the Wild
  IEEE International Conference on Automatic Face and Gesture Recognition, May 2020
  (code) BibTeX
- Yasser Samayoa, Jörn Ostermann
  Modified Active Constellation Extension Algorithm for PAPR Reduction in OFDM Systems
  2020 Wireless Telecommunications Symposium (WTS), p. 5, Washington, USA, April 2020
  (pdf) BibTeX
- Ulrike Pestel-Schiller, Jörn Ostermann
  Interpreter-Based Evaluation of Compressed SAR Images Using JPEG and HEVC Intra Coding: Compression Can Improve Usability
  13th European Conference on Synthetic Aperture Radar, shifted to 2021, June 2020
  BibTeX
- Reemt Hinrichs, Nan Jiang, Raul Beltran, Thomas Krause, Alexander Lange, Max Käding, Boso Schmidt, Steffen Marx, Jörn Ostermann,
  Analysis of the repeatability of the pencil lead break artificial sound source
  59th Annual British Conference on Non-Destructive Testing, September 2020
  BibTeX
- Theresa Eimer, Andre Biedenkapp, Frank Hutter, Marius Lindauer
  Towards Self-Paced Context Evaluations for Contextual Reinforcement Learning
  Workshop on Inductive Biases, Invariances and Generalization in Reinforcement Learning (BIG@ICML'20), July 2020
  (pdf) BibTeX
- Andre Biedenkapp, Raghu Rajan, Frank Hutter, Marius Lindauer
  Towards TempoRL: Learning When to Act
  Workshop on Inductive Biases, Invariances and Generalization in Reinforcement Learning (BIG@ICML'20), July 2020
  (pdf) BibTeX
- Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
  TOAD-GAN: Coherent Style Level Generation from a Single Example
  AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, October 2020
  (github, arxiv) BibTeX
- Andrea Hornakova*, Roberto Henschel*, Bodo Rosenhahn, Paul Swoboda, (* equal contribution)
  Lifted Disjoint Paths with Application in Multiple Object Tracking
  Proceedings of the 37th International Conference on Machine Learning (ICML), July 2020
  (pdf, pdf, Visual Results, Code, Video Presentation) BibTeX
- Petrissa Zell, Bodo Rosenhahn, Bastian Wandt
  Weakly-supervised Learning of Human Dynamics
  European Conference on Computer Vision (ECCV), August 2020
  (arXiv) BibTeX
- Yuren Cong, Hanno Ackermann, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn
  NODIS: Neural Ordinary Differential Scene Understanding
  European Conference on Computer Vision (ECCV), August 2020
  (arXiv) BibTeX
- Marco Rudolph, Bastian Wandt, Bodo Rosenhahn
  Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows
  Winter Conference on Applications of Computer Vision (WACV), IEEE, Online, August 2020
  BibTeX
Journals
- Thomas Krause, Jörn Ostermann
  Damage Detection for Wind Turbine Rotor Blades Using Airborne Sound
  Structural Control and Health Monitoring, February 2020
  (link) BibTeX
- Holger Meuel, Jörn Ostermann
  Analysis of Affine Motion-Compensated Prediction in Video Coding
  IEEE Transactions on Image Processing, IEEE, Vol. 29, pp. 7359-7374, June 2020
  (pdf, link) BibTeX
- Stella Graßhof, Hanno Ackermann, Sami Brandt, Jörn Ostermann
  Multilinear Modelling of Faces and Expressions
  Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE, April 2020
  (link) BibTeX
Books
- Aron Sommer
  Backprojection Autofocus of Large Ships with Arbitrary Motion for Synthetic Aperture Radar
  Dissertation, 2020
  BibTeX
Standardisation Contributions
- Jan Voges, Christian Rohlfing, Viktor Tunev, Yeremia Gunawan, Jörn Ostermann
  Method for the coding of genomic variants
  ISO/IEC JTC 1/SC 29/WG 11, Document Number M52489, Brussels (BE), January 2020
  BibTeX
- Jan Voges, Giorgio Zoia
  Proposed Updates to the MPEG-G Genomic Information Database
  ISO/IEC JTC 1/SC 29/WG 11, Document Number M52977, Alpbach (AT) [Online], April 2020
  BibTeX
- Jan Voges, Fabian Müntefering, Yeremia Gunawan Adhisantoso, Junaid Ahmad, Shubham Chandak, Liudmila S Mainzer, Mikel Hernaez, Idoia Ochoa, Jörn Ostermann
  Draft Description of the MPEG-G Reference Encoder Software
  ISO/IEC JTC 1/SC 29/WG 11, Document Number M52978, Alpbach (AT) [Online], April 2020
  BibTeX
- Yeremia Gunawan Adhisantoso, Viktor Tunev, Jan Voges, Christian Rohlfing
  MPEG-G Part 6 CE3 Results Leibniz University Hannover, RWTH Aachen University
  ISO/IEC JTC 1/SC 29/WG 11, Document Number M53496, Alpbach (AT) [Online], April 2020
  BibTeX
- Jan Voges, Mikel Hernaez, Idoia Ochoa
  Results of Core Experiment 3
  ISO/IEC JTC 1/SC 29/WG 11, Document Number M53713, Alpbach (AT) [Online], April 2020
  BibTeX
- Jan Voges
  MPEG-G Part 6 CE3 Cross-Check of UIUC/University of Navarra Results
  ISO/IEC JTC 1/SC 29/WG 11, Document Number M53789, Alpbach (AT) [Online], April 2020
  BibTeX
Technical Report
- David Speck, André Biedenkapp, Frank Hutter, Robert Mattmüller, Marius Lindauer
  Learning Heuristic Selection with Dynamic Algorithm Configuration
  ArXiv:2006.08246[cs.AI], June 2020
  (arXiv) BibTeX
- Artur Souza, Luigi Nardi, Leonardo Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
  Prior-guided Bayesian Optimization
  arxiv:2006.14608[cs.LG], June 2020
  (arXiv) BibTeX
- Lucas Zimmer, Marius Lindauer, Frank Hutter
  Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL
  arxiv:2006.13799[cs.LG], June 2020
  (arXiv) BibTeX
- Matthias Feurer, Katharina Eggensperger, Stefan Falkner, Marius Lindauer, Frank Hutter
  Auto-Sklearn 2.0: The Next Generation
  arXiv:2007.04074 [cs.LG], July 2020
  (arXiv) BibTeX