Institut für Informationsverarbeitung (TNT)

Conference Contributions
- Reemt Hinrichs, Nan Jiang, Raul Beltran, Thomas Krause, Max Käding, Alexander Lange, Boso Schmidt, Jörn Ostermann, Steffen Marx
  Analysis of the Repeatability of the Pencil Lead Break in Comparison to the Ball Impact and Electromagnetic Body-Noise Actuator
  20th World Conference on Non-Destructive Testing (WCNDT 2020), 2022
  BibTeX
- Marco Rudolph, Tom Wehrbein, Bodo Rosenhahn, Bastian Wandt
  Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection
  Winter Conference on Applications of Computer Vision (WACV), IEEE, Hawaii, USA, January 2022
  (pdf, arxiv) BibTeX
- Wentong Liao, Cuiling Lan, Michael Ying Yang, Wenjung Zeng, Bodo Rosenhahn
  Target-Tailored Source-Transformation for Scene Graph Generation
  In CVPR Workshop on Multi-Sensor Fusion for Dynamic Scene Understanding, June 2021
  BibTeX
- Cheng Hao, Wentong Liao, Xuejiao Tang, Michael Ying Yang, Monika Sester, Bodo Rosenhahn
  Exploring Dynamic Context for Multi-path Trajectory Prediction
  International Conference on Robotics and Automation , May 2021
  (pdf) BibTeX
- Yuren Cong, Wentong Liao, Hanno Ackermann, Michael Yang Yang, Bodo Rosenhahn
  Spatial-Temporal Transformer for Dynamic Scene Graph Generation
  International Conference on Computer Vision (ICCV), July 2021
  (arXiv) BibTeX
- Frederik Schubert, Theresa Eimer, Bodo Rosenhahn, Marius Lindauer
  Towards Automatic Risk Adaption in Distributional Reinforcement Learning
  Reinforcement Learning for Real Life (RL4RealLife) Workshop in the 38th International Conference on Machine Learning (ICML), July 2021
  (arXiv) BibTeX
- Reemt Hinrichs, Jonas Dunkel, Jörn Ostermann
  Mixing Time-Frequency Distributions for Speech Command Recognition using Convolutional Neural Networks
  6th International Conference on Frontiers of Signal Processing (ICFSP 2021), September 2021
  (pdf) BibTeX
- Julia Moosbauer, Julia Herbinger, Giuseppe Casalicchio, Marius Lindauer, Bernd Bischl
  Towards Explaining Hyperparameter Optimization via Partial Dependence Plots
  Proceedings of the international workshop on Automated Machine Learning (AutoML) at ICML'21, July 2021
  (link) BibTeX
- Artur Souza, Luigi Nardi, Leonardo Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
  Bayesian Optimization with a Prior for the Optimum
  Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), September 2021
  (arXiv) BibTeX
- Theresa Eimer, André Biedenkapp, Maximilian Reimer, Steven Adriaensen, Frank Hutter, Marius Lindauer
  DACBench: A Benchmark Library for Dynamic Algorithm Configuration
  Proceedings of the international joint conference on artificial intelligence (IJCAI), August 2021
  (pdf, arXiv) BibTeX
- Julia Guerrero-Viu, Sven Hauns, Sergio Izquierdo, Guilherme Miotto, Simon Schrodi, Andre Biedenkapp, Thomas Elsken, Difan Deng, Marius Lindauer, Frank Hutter
  Bag of Baselines for Multi-objective Joint Neural Architecture Search and Hyperparameter Optimization
  Proceedings of the international workshop on Automated Machine Learning (AutoML) at ICML'21, July 2021
  (arXiv) BibTeX
- Florian Kluger, Hanno Ackermann, Eric Brachmann, Michael Ying Yang, Bodo Rosenhahn
  Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images
  CVPR, June 2021
  (arXiv) BibTeX
- Martin Benjak, Holger Meuel, Thorsten Laude, Jörn Ostermann
  Enhanced Machine Learning-based Inter Coding for VVC
  2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) (ICAIIC 2021), April 2021
  (pdf) BibTeX
- Ulrike Pestel-Schiller, Kai Hu, Daniel Gritzner, Jörn Ostermann,
  Determination of Relevant Hyperspectral Bands Using a Spectrally Constrained CNN
  11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Paper 15, Online, March 2021, edited by Institute of Electrical and Electronics Engineers (IEEE)
  BibTeX
- Lars Rumberg, Hanna Ehlert, Ulrike Lüdtke, Jörn Ostermann
  Age-Invariant Training for End-to-End Child Speech Recognition using Adversarial Multi-Task Learning
  Proceedings INTERSPEECH 2021 -- 22th Annual Conference of the International Speech Communication Association, August 2021
  BibTeX
- Christoph Kellermann, Yeramia Gunawan Adhisantoso, Marco Munderloh, Jörn Ostermann
  Introduction to an Adaptive Remaining Useful Life Prediction for forming tools (accepted)
  Proceedings of IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), July 2021
  (pdf) BibTeX
- Reemt Hinrichs, Alexander Schmidt, Julian Koslowski, Jörn Ostermann, Berend Denkena
  Analysis of the impact of data compression on condition monitoring algorithms for ball screws
  CMMO CIRP 2021, 2021
  (pdf) BibTeX
- Sen He, Wentong Liao, Michael Ying Yang, Yongxin Yang, Yi-Zhe Song, Bodo Rosenhahn, Tao Xiang
  Context-Aware Layout to Image Generation with Enhanced Object Appearance
  IEEE Conference on Computer Vision and Pattern Recognition, June 2021
  (pdf) BibTeX
- Andre Biedenkapp, Raghu Rajan, Frank Hutter, Marius Lindauer
  TempoRL: Learning When to Act
  Proceedings of the international conference on machine learning (ICML), July 2021
  (arXiv) BibTeX
- Theresa Eimer, Andre Biedenkapp, Frank Hutter, Marius Lindauer
  Self-Paced Context Evaluation for Contextual Reinforcement Learning
  Proceedings of the international conference on machine learning (ICML), July 2021
  (arXiv) BibTeX
- Hendrik Hachmann, Benjamin Krüger, Bodo Rosenhahn, Waldo Nogueira
  Localization of Cochlear Implant Electrodes from Cone Beam Computed Tomography using Particle Belief Propagation
  International Symposium on Biomedical Imaging, ISBI, April 2021
  (pdf, arXiv) BibTeX
- Maren Awiszus, Frederik Schubert, Bodo Rosenhahn
  World-GAN: a Generative Model for Minecraft Worlds
  IEEE Conference on Games, August 2021
  (arxiv) BibTeX
- Bastian Wandt, Marco Rudolph, Petrissa Zell, Helge Rhodin, Bodo Rosenhahn
  CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild
  Computer Vision and Pattern Recognition (CVPR), IEEE, Virtual, June 2021
  (pdf, arxiv, GitHub, YouTube) BibTeX
- Daniel Gritzner, Jörn Ostermann
  Minimizing Manual Labeling Effort for The Semantic Segmentation of Aerial Images
  2021 IEEE Statistical Signal Processing Workshop (SSP), pp. 81--85, 2021
  BibTeX
- David Speck, André Biedenkapp, Frank Hutter, Robert Mattmüller, Marius Lindauer
  Learning Heuristic Selection with Dynamic Algorithm Configuration
  Proceedings of the 31st International Conference on Automated Planning and Scheduling {(ICAPS'21)}, August 2021
  (pdf, arXiv) 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, March 2021, edited by EUSAR 2021
  (pdf) BibTeX
- Martin Benjak, Yasser Samayoa, Jörn Ostermann
  Neural Network Based Error Concealment for VVC
  Proceedings of the 28th IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 2021
  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, Online, March 2021
  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, January 2021
  (pdf, arxiv, GitHub, YouTube) BibTeX
- Daniel Gritzner, Jörn Ostermann
  Semantic Segmentation of Aerial Images Using Binary Space Partitioning
  KI 2021: Advances in Artificial Intelligence, Springer International Publishing, pp. 116--134, Cham, 2021, edited by Edelkamp, Stefan; Möller, Ralf; Rueckert, Elmar
  BibTeX
- Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt
  Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows
  International Conference on Computer Vision (ICCV), IEEE, October 2021
  (pdf, arxiv, code) BibTeX
- Antonia Breuer, Quy Le Xuan, Jan-Aike Termöhlen, Silviu Homoceanu, Tim Fingscheidt
  Quo Vadis? Meaningful Multiple Trajectory Hypotheses Prediction in Autonomous Driving (accepted)
  24th IEEE International Conference on Intelligent Transportation Systems, ITSC 2021, Indianapolis, IN, United States, September 2021
  BibTeX
- Andrea Hornakova*, Timo Kaiser*, Bodo Rosenhahn, Paul Swoboda, Roberto Henschel, (* equal contribution)
  Higher Order Multiple Object Tracking for Crowded Scenes
  Computer Vision and Pattern Recognition Workshops (CVPRW) , June 2021
  (pdf, link) BibTeX
- Andrea Hornakova*, Timo Kaiser*, Michal Rolinek, Bodo Rosenhahn, Paul Swoboda, Roberto Henschel, (* equal contribution)
  Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths
  International Conference on Computer Vision (ICCV), IEEE, October 2021
  (pdf, pdf, arXiv) BibTeX
- Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, René Sass, Aaron Klein, Noor Awad, Marius Lindauer, Frank Hutter
  HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
  Proceedings of the international conference on Neural Information Processing Systems (NeurIPS) (Datasets and Benchmarks Track), December 2021
  (arXiv) BibTeX
- Julia Moosbauer, Julia Herbinger, Giuseppe Casalicchio, Marius Lindauer, Bernd Bischl
  Explaining Hyperparameter Optimization via Partial Dependence Plots
  Proceedings of the international conference on Neural Information Processing Systems (NeurIPS), December 2021
  BibTeX
- Arlind Kadra, Marius Lindauer, Frank Hutter, Josif Grabocka
  Regularization is all you Need: Simple Neural Nets can Excel on Tabular Data
  Proceedings of the international conference on Neural Information Processing Systems (NeurIPS), December 2021
  (arXiv) BibTeX
- Fabian Hartmann, Jörn Ostermann
  Investigation of the Effect of the Flight Path on the Three Dimensional Locatability of Targets
  Synthetic Aperture Radar (APSAR), 2021 IEEE 7th Asia-Pacific Conference, Synthetic Aperture Radar (APSAR), 2021 IEEE 7th Asia-Pacific Conference, November 2021
  BibTeX
- Wentong Liao, Xiang Cheng, Jingfeng Yang, Stefan Roth, Michael Goesele, Michael Ying Yang, Bodo Rosenhahn
  LR-CNN: Local-aware Region CNN for Vehicle Detection in Aerial Imagery
  XXIV ISPRS Congress, International Society for Photogrammetry and Remote Sensing (ISPRS), No. 381, p. 8, Nice, September 2020, edited by N. Paparoditis, C. Mallet, F. Lafarge, F. Remondino, I. Toschi, T. Fuse
  (pdf) BibTeX
- Yasser Samayoa, Jörn Ostermann
  Parameter Selection for a Video Communication System based on HEVC and Channel Coding
  IEEE Latin-American Conference on Communications (LATINCOM 2020), p. 5, Brazil, November 2020
  (pdf) BibTeX
- Malgorzata Rechmal-Lesse, Gerald Alexander Koroa, Yeremia Gunawan Adhisantoso, Markus Olbrich
  Automated Model Generation Including Variations for Formal Verification of Nonlinear Analog Circuits
  2020 18th IEEE International New Circuits and Systems Conference (NEWCAS), pp. 66-69, 2020
  BibTeX
- Malgorzata Rechmal-Lesse, Gerald Alexander Koroa, Yeremia Gunawan Adhisantoso, Markus Olbrich
  Automatically Generated Nonlinear Analog Circuit Models Enclosing Variations with Intervals and Affine Forms for Reachability Analysis
  2020 23rd International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), IEEE, pp. 1-4, 2020
  BibTeX
- Sontje Ihler, Felix Kuhnke, Max-Heinrich Laves, Tobias Ortmaier
  Self-Supervised Domain Adaptation for Patient-Specific, Real-Time Tissue Tracking
  International Conference on Medical Image Computing and Computer-Assisted Intervention, Springer, Vol. 12263, No. 23, pp. 54--64, Lima, Peru, October 2020
  BibTeX
- Berend Denkena, Marc Dittrich, Marius Lindauer, Julia Mainka, Lukas Stürenburg
  Using AutoML to Optimize Shape Error Prediction in Milling Processes
  Proceedings of 20th Machining Innovations Conference for Aerospace Industry (MIC), December 2020
  (pdf, link) BibTeX
- Marc-André Dittrich, Bodo Rosenhahn, Marcus Magnor, Denkena, Malek Berend, Marco Munderloh, Marc Kassubek
  Dreaming neural networks for adaptive polishing
  20th International Conference of the European Society for Precision Engineering and Nanotechnology, EUSPEN 2020, EUSPEN, pp. 263-266, 2020
  (link) BibTeX
- 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
- 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
  15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), IEEE Computer Society, pp. 366-371, May 2020
  (paper arxiv 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
- 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
- David Speck, André Biedenkapp, Frank Hutter, Robert Mattmüller, Marius Lindauer
  Learning Heuristic Selection with Dynamic Algorithm Configuration
  Proceedings of international workshop on Bridging the Gap Between AI Planning and Reinforcement Learning at ICAPS, June 2020
  (arXiv) 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 Best Student Paper Award , October 2020
  (AAAI, github, arxiv, Award, Talk (YouTube)) 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
- Artur Souza, Luigi Nardi, Leonardo Oliveira, Kunle Olukotun, Marius Lindauer, Frank Hutter
  Prior-guided Bayesian Optimization
  Proceedings of the Workshop on Meta-Learning (NeurIPS), pp. 1-19, December 2020
  (link) BibTeX
- Petrissa Zell, Bodo Rosenhahn, Bastian Wandt
  Weakly-supervised Learning of Human Dynamics
  European Conference on Computer Vision (ECCV), August 2020
  (arxiv, data ) 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
- Henrik Jürgens, Reemt Hinrichs, Jörn Ostermann
  Recognizing Guitar Effects and Their Parameter Settings
  Proceedings of the DAFx2020 (Vol I), 2020
  BibTeX
- Sönke Südbeck, Thomas Krause, Jörn Ostermann
  Non-Line-of-Sight Time-Difference-of-Arrival Localization with Explicit Inclusion of Geometry Information in a Simple Diffraction Scenario
  IEEE MMSP 2020 - IEEE International Workshop on Multimedia Signal Processing, September 2020
  BibTeX
- Gresa Shala, Andre Biedenkapp, Noor Awad, Steven Adriaensen, Marius Lindauer, Frank Hutter
  Learning Step-Size Adaptation in CMA-ES
  Proceedings of the Sixteenth International Conference on Parallel Problem Solving from Nature ({PPSN}'20), September 2020
  (pdf, arXiv) BibTeX
- Tongxin Hu, Vasileios Iosifidis, Liao Wentong, Zhang Hang, Michael Ying Yang, Eirini Ntoutsi, Bodo Rosenhahn
  FairNN - Conjoint Learning of Fair Representations for Fair Decisions
  23rd International Conference on Discovery Science, October 2020
  (pdf) BibTeX
- Hao Cheng, Wentong Liao, Yang Michael Ying, Monica Sester, Bodo Rosenhahn
  MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic
  23rd International Conference on Intelligent Transportation Systems (ITSC), IEEE, September 2020
  (pdf) BibTeX
- Daniel Gritzner, Jörn Ostermann
  USING SEMANTICALLY PAIRED IMAGES TO IMPROVE DOMAIN ADAPTATION FOR THE SEMANTIC SEGMENTATION OF AERIAL IMAGES
  ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 483--492, August 2020
  (link) BibTeX
- He Sen, Liao Wentong, Hamed Rezazadegan Tavakoli, Michael Ying Yang, Bodo Rosenhahn, Nicolas Pugeault
  Image Captioning through Image Transformer
  Asian Conference on Computer Vision (ACCV), IEEE, Kyoto, November 2020
  (pdf) BibTeX
- Michael Ying Yang, Wentong Liao, Xinbo Li, Yanpeng Cao, Bodo Rosenhahn
  Vehicle Detection in Aerial Images
  Photogrammetric Engineering & Remote Sensing, 2019
  (pdf) BibTeX
- Idoia Ochoa, Hongyi Li, Florian Baumgarte, Charles Hergenrother, Jan Voges, Mikel Hernaez
  AliCo: A New Efficient Representation for SAM Files
  2019 Data Compression Conference (DCC), pp. 93-102, 2019
  (pdf, link) BibTeX
- Bastian Wandt, Bodo Rosenhahn
  RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose Estimation
  Computer Vision and Pattern Recognition (CVPR), IEEE, June 2019
  (pdf, code, arxiv) BibTeX
- Aron Sommer, Jörn Ostermann
  Image Reconstruction without an Inertial Navigation System using Backprojection Autofocus for Synthetic Aperture Radar
  20th International Radar Symposium (IRS), IEEE, pp. 1 -- 4, Ulm, Germany, June 2019, edited by IRS 2019
  (pdf) BibTeX
- Reemt Hinrichs, Tom Gajecki, Jörn Ostermann, Waldo Nogueira
  Coding of Electrical Stimulation Patterns for Binaural Sound Coding Strategies for Cochlear Implants
  41st International Engineering in Medicine and Biology Conference, July 2019
  (pdf) BibTeX
- Holger Meuel
  Application of the Rate-Distortion Theory for Affine Motion Compensation in Video Coding
  Proceedings of the 5th Summer School on Video Compression and Processing (SVCP) 2019, Universität Konstanz, Workgroup Multimedia Signal Processing, Konstanz, Germany, June 2019, edited by Saupe, Dietmar; Kaup, André; Ohm, Jens-Rainer
  (pdf, link) BibTeX
- Tom Paridaens, Jan Voges, Mikel Hernaez, Jan Fostier, Jörn Ostermann
  GABAC: an arithmetic coding solution for genomic data [version 1; not peer-reviewed]
  F1000Research (International Society for Computational Biology Community Journal), Vol. 8, p. 1463 (poster), 2019
  (pdf, pdf, link) BibTeX
- Christian Busse, Thomas Krause, Jörn Ostermann, Jörg Bitzer
  Improved gunshot classification by using artificial data
  Conference on Audio Forensics, June 2019
  BibTeX
- Roberto Henschel, Timo von Marcard, Rosenhahn Bodo
  Simultaneous Identification and Tracking of Multiple People using Video and IMUs
  Computer Vision and Pattern Recognition Workshops (CVPRW), June 2019
  (pdf) BibTeX
- Roberto Henschel, Yunzhe Zou, Bodo Rosenhahn
  Multiple People Tracking using Body and Joint Detections
  Computer Vision and Pattern Recognition Workshops (CVPRW), June 2019
  (pdf) BibTeX
- Marco Rudolph, Bastian Wandt, Bodo Rosenhahn
  Structuring Autoencoders
  Third International Workshop on “Robust Subspace Learning and Applications in Computer Vision” (ICCV), August 2019
  (pdf, arxiv) BibTeX
- Sami Brandt, Hanno Ackermann, Stella Graßhof
  Uncalibrated Non-Rigid Factorisation by Independent Subspace Analysis
  Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops, Seoul, Korea, October 2019
  (link) BibTeX
- Tongxin Hu, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn
  Exploiting Attention for Visual Relationship Detection
  41th German Conference on Pattern Recognition, Dortmund, Germany, September 2019
  (pdf) BibTeX
- Maximilian Benedikt Schier, Niclas Wüstenbecker
  Adversarial N-player Search using Locality for the Game of Battlesnake
  INFORMATIK 2019, September 2019
  BibTeX
- Thorsten Laude, Felix Haub, Jörn Ostermann
  HEVC Inter Coding using Deep Recurrent Neural Networks and Artificial Reference Pictures
  Picture Coding Symposium (PCS), IEEE, Ningbo, CN, November 2019
  (pdf) BibTeX
- Deyao Zhu, Marco Munderloh, Bodo Rosenhahn, Jörg Stückler
  Learning to Disentangle Latent Physical Factors for Video Prediction
  German Conference on Pattern Recognition (GCPR), September 2019
  (link) BibTeX
- M. Lindauer and M. Feurer and K. Eggensperger and A. Biedenkapp and F. Hutter
  Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters
  {IJCAI} 2019 {DSO} Workshop, August 2019
  (arXiv) BibTeX
- A. Biedenkapp and H. F. Bozkurt and F. Hutter and M. Lindauer
  Towards White-box Benchmarks for Algorithm Control
  {IJCAI} 2019 {DSO} Workshop, August 2019
  (pdf, arXiv) BibTeX
- L. Fuks and N. Awad and F. Hutter and M. Lindauer
  An Evolution Strategy with Progressive Episode Lengths for Playing Games
  Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI’19), pp. 1234-1240, August 2019
  (pdf) BibTeX
- Felix Kuhnke and Jörn Ostermann
  Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces
  IEEE International Conference on Computer Vision (ICCV), Seoul, October 2019
  (pdf, Datasets) BibTeX (paper page)
- Maren Awiszus, Hanno Ackermann, Bodo Rosenhahn
  Learning Disentangled Representations via Independent Subspaces
  Proceedings of the IEEE International Conference on Computer Vision Workshops (ICCVW), October 2019
  (pdf, link) BibTeX
- Christian Fahnemann, Daniel Fallnich, Aron Sommer, Fabian Cholewa, Holger Blume
  Hardware-Optimized Minimum-Search for SAR Backprojection Autofocus on FPGAs
  International Radar Conference (RADAR), pp. 1 -- 5, Toulon, France, September 2019, edited by RADAR 2019
  BibTeX
- Yasser Samayoa
  Video Transmission Optimization
  5th ITG/VDE Summer School Video Compression and Processing (SVCP), VDE Verband der Elektrotechnik, Elektronik und Informationstechnik, Universität Konstanz, Germany, June 2019
  (pdf, link) BibTeX
- Michael Ying Yang, Wentong Liao, Yanpeng Cao, Bodo Rosenhahn
  Video event recognition and anomaly detection by combining gaussian process and hierarchical dirichlet process models
  Photogrammetric Engineering & Remote Sensing, 2018
  (pdf) BibTeX
- Bastian Wandt, Hanno Ackermann, Bodo Rosenhahn
  A Kinematic Chain Space for Monocular Motion Capture
  ECCV Workshops, September 2018
  (pdf) BibTeX
- Christoph Reinders, Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn
  Object Recognition from very few Training Examples for Enhancing Bicycle Maps
  2018 IEEE Intelligent Vehicles Symposium (IV), June 2018
  (pdf, arXiv) BibTeX
- Holger Meuel, Stephan Ferenz, Yiqun Liu, Jörn Ostermann
  Rate-Distortion Theory for Affine Global Motion Compensation in Video Coding
  Proceedings of the 25th IEEE International Conference on Image Processing (ICIP), pp. 3593-3597, Athens, Greece, October 2018
  (pdf, pdf, link) BibTeX
- Bastian Wandt, Thorsten Laude, Bodo Rosenhahn, Jörn Ostermann
  Detail-aware image decomposition for an HEVC-based texture synthesis framework
  Data Compression Conference (DCC), March 2018
  BibTeX
- Jan Voges, Ali Fotouhi, Jörn Ostermann, M. Oguzhan Külekci
  A Two-Level Scheme for Quality Score Compression
  10th International Conference on Bioinformatics and Computational Biology (BICOB 2018), pp. 93-102, 2018
  (pdf, pdf, pdf, link) BibTeX
- Ana A. Hernandez-Lopez, Jan Voges, Claudio Alberti, Marco Mattavelli, Jörn Ostermann
  Lossy Compression of Quality Scores in Differential Gene Expression: A First Assessment and Impact Analysis
  2018 Data Compression Conference (DCC), pp. 167-176, 2018
  (pdf, link) BibTeX
- Sukhpreet Khangura, Fidler Markus, Bodo Rosenhahn
  Neural Networks for Measurement-based Bandwidth Estimation
  Networking , IEEE, March 2018
  BibTeX
- Reemt Hinrichs, Thomas Krause, Max Käding, Jörn Ostermann, Steffen Marx
  Measurement-Based Model of Structural Sound Transmission in a Concrete Specimen
  12th European Conference on Non-Destructive Testing (12th ECNDT), June 2018
  (link) BibTeX
- Ulrike Pestel-Schiller, Jörn Ostermann
  Usability-Based SAR System Assessment: Framework and First Results
  12th European Conference on Synthetic Aperture Radar, Aachen, June 2018
  (link) BibTeX
- Thorsten Laude, Yeremia G. Adhisantoso, Jan Voges, Marco Munderloh, Jörn Ostermann
  A Comparison of JEM and AV1 with HEVC: Coding Tools, Coding Efficiency and Complexity
  2018 Picture Coding Symposium (PCS), pp. 36-40, 2018
  (pdf, link) BibTeX