Institut für Informationsverarbeitung (TNT)

Conference Contributions
- Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Bodo Rosenhahn, Tao Xiang, Sen He
  FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  International Conference on Learning Representations (ICLR) , May 2024
  BibTeX
- Yuren Cong, Mengmeng Xu, Christian Simon, Shoufa Chen, Jiawei Ren, Yanping Xie, Juan-Manuel Perez-Rua, Bodo Rosenhahn, Tao Xiang, Sen He
  FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing
  International Conference on Learning Representations (ICLR) , 2024
  (arXiv, Webpage) BibTeX
- Florian Kluger, Bodo Rosenhahn
  PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample Consensus
  AAAI, February 2024
  (Arxiv.org) BibTeX
- Shoufa Chen, Mengmeng Xu, Jiawei Ren, Yuren Cong, Sen He, Yanping Xie, Animesh Sinha, Ping Luo, Tao Xiang, Juan-Manuel Perez-Rua
  GenTron: Delving Deep into Diffusion Transformers for Image and Video Generation
  Proc. of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
  (arXiv, Webpage) BibTeX
- Thomas Norrenbrock, Marco Rudolph, Bodo Rosenhahn
  Q-SENN: Quantized Self-Explaining Neural Networks
  AAAI Technical Track on Safe, Robust and Responsible AI, AAAI Press, Vol. 38, No. 19, pp. 21482--21491, Vancouver, Canada, February 2024, edited by Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan
  (pdf) BibTeX
- Mathis Kruse, Marco Rudolph, Dominik Woiwode, Bodo Rosenhahn
  SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection
  Computer Vision and Pattern Recognition Workshops (CVPRW) , June 2024
  (Arxiv.org, Github) BibTeX
- Yannik Mahlau, Frederik Schubert, Bodo Rosenhahn
  Mastering Zero-Shot Interactions in Cooperative and Competitive Simultaneous Games
  Proceedings of the 41st International Conference on Machine Learning (ICML), July 2024
  (Arxiv.org) BibTeX
- Christoph Hirche
  Quantum Doeblin coefficients: A simple upper bound on contraction coefficients
  preprint, 2024
  BibTeX
- Hamidreza Maharlou, Nicole Bössel-Debbert, Michael Lucht, Hannah B. Maier, Stefanie Mücke, Fabian Müntefering, Barbara Neuhaus, Jana Prokein, Christine Reif-Leonhard, Jan Voges, Heike Weber, Antoine Weihs, Helge Frieling, Steffen Oeltze-Jafra
  Cooperative Design of a Dashboard for Monitoring the P4D Cohort Study on Major Depression
  EuroVisPosters2024, May 2024
  (pdfDOI) BibTeX
- Yeremia Gunawan Adhisantoso, Patrick Cheung,
  Continuation of the MPEG-G Part 6 Specification Verification and Enhancement Study - m68660
  ISO/IEC JTC 1/SC 29/WG 8, July 2024
  BibTeX
- Yeremia Gunawan Adhisantoso, Patrick Cheung, Ünsal Öztürk,
  Study on the Verification and Enhancement of the MPEG-G Part 2 Specification - m67352
  ISO/IEC JTC 1/SC 29/WG 8 , April 2024
  BibTeX
- Yeremia Gunawan Adhisantoso, Patrick Cheung
  Study on the Verification and Enhancement of the MPEG-G Part 6 Specification - m67351
  ISO/IEC JTC 1/SC 29/WG 8 , April 2024
  BibTeX
- Linjie Xu, Zichuan Liu, Alexander Dockhorn, Diego Perez-Liebana, Jinyu Wang, Lei Song, Jiang Bian
  Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning
  Proceedings of the IEEE Conference on Games 2024, IEEE, pp. 1-8, 2024
  (pdf) BibTeX
- Linjie Xu, Diego Perez-Liebana, Alexander Dockhorn
  Strategy Game-Playing with Size-Constrained State Abstraction
  Proceedings of the IEEE Conference on Games 2024, IEEE, pp. 1-8, 2024
  (pdf) BibTeX
- Carlo Nübel, Alexander Dockhorn, Sanaz Mostaghim
  Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies
  Proceedings of the Conference on Games 2024, IEEE, pp. 1-4, 2024
  (pdf) BibTeX
- Mehmet Kayra Oguz, Alexander Dockhorn
  Markov Senior - Learning Markov Junior Grammars to Generate User-specified Content
  Proceedings of the IEEE Conference on Games 2024, IEEE, pp. 1-8, 2024
  (pdf) BibTeX
- Mohit Jiwatode, Leon Schlecht, Alexander Dockhorn
  Online Optimization of Curriculum Learning Schedules using Evolutionary Optimization
  Proceedings of the Conference on Games 2024, IEEE, pp. 1-8, 2024
  (pdf) BibTeX
- Ronja Fuchs, Robin Gieseke, Alexander Dockhorn
  Personalized Dynamic Difficulty Adjustment - Imitation Learning Meets Reinforcement Learning
  Proceedings of the IEEE Conference on Games 2024, IEEE, pp. 1-2, 2024
  (pdf) BibTeX
- Daan Apeldoorn, Alexander Dockhorn, Torsten Panholzer
  AbstractSwarm Multi-Agent Logistics Competition: Multi-Agent Collaboration for Improving A Priori Unknown Logistics Scenarios
  Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, p. 1–2, Melbourne, VIC, Australia, 2024
  (pdfLink) BibTeX
- Timo Kaiser, Ulman Vladimir, Bodo Rosenhahn,
  CHOTA: A Higher Order Accuracy Metric for Cell Tracking
  European Conference on Computer Vision Workshops (ECCVW), Springer, October 2024
  (pdfGithub) BibTeX
- Yi-Hsin Chen, Kuan-Wei Ho, Martin Benjak, Jörn Ostermann, Wen-Hsiao Peng
  On the Rate-Distortion-Complexity Trade-offs of Neural Video Coding
  IEEE 26th International Workshop on Multimedia Signal Processing (MMSP), 2024
  BibTeX
- Tristan Gottwald, Maximilian Schier, Bodo Rosenhahn
  Safe Resetless Reinforcement Learning: Enhancing Training Autonomy with Risk-Averse Agents
  European Conference on Computer Vision Workshops (ECCVW), October 2024
  (pdfGithub) BibTeX
- Marco Rudolph, Tom Wehrbein, Bodo Rosenhahn, Bastian Wandt
  Asymmetric Student-Teacher Networks for Industrial Anomaly Detection
  Winter Conference on Applications of Computer Vision (WACV), IEEE, Hawaii, USA, January 2023
  (pdfArxiv.org) BibTeX
- Maximilian Schier, Christoph Reinders, Bodo Rosenhahn
  Deep Reinforcement Learning for Autonomous Driving Using High-Level Heterogeneous Graph Representations
  2023 IEEE International Conference on Robotics and Automation (ICRA), IEEE, pp. 7147-7153, 2023
  (pdfGithub, Final Paper) BibTeX
- Yuren Cong, Jinhui Yi, Bodo Rosenhahn, Michael Yang
  SSGVS: Semantic Scene Graph-to-Video Synthesis
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2023
  (Arxiv.org) BibTeX
- Reemt Hinrichs, Julian Bilsky, Jörn Ostermann
  Vector-Quantized Feedback Recurrent Autoencoders for the Compression of the Stimulation Patterns of Cochlear Implants at Zero Delay
  Proceedings of the 24th International Conference on Digital Signal Processing, June 2023
  (pdf) BibTeX
- Timo Kaiser, Christoph Reinders, Bodo Rosenhahn
  Compensation Learning in Semantic Segmentation
  Computer Vision and Pattern Recognition Workshops (CVPRW) , June 2023
  (pdf, pdfGithub, Arxiv.org) BibTeX
- Christopher Gebauer, Lars Rumberg, Jörn Ostermann
  Pronunciation Modeling for Children’s Speech
  Elektronische Sprachsignalverarbeitung (ESSV), TUDpress, Dresden, pp. 79--86, March 2023
  (pdfLink) BibTeX
- Hanna Ehlert, Edith Beaulac, Maren Wallbaum, Christopher Gebauer, Lars Rumberg, Jörn Ostermann, Ulrike Lüdtke
  Collecting and Annotating Natural Child Speech Data – Challenges and Interdisciplinary Perspectives
  Elektronische Sprachsignalverarbeitung (ESSV), TUDpress, Dresden, pp. 72--78, March 2023
  (pdfLink) BibTeX
- Christopher Olson, Lars Wagner, Alexander Dockhorn
  Evolutionary Optimization of Baba Is You Agents
  2023 IEEE Congress on Evolutionary Computation (CEC), IEEE, pp. 1-8, 2023
  (pdf) BibTeX
- Chang-Shing Lee, Mei-Hui Wang, Chih-Yu Chen, Fu-Jie Yang, Alexander Dockhorn
  Genetic Assessment Agent for High-School Student and Machine Co-Learning Model Construction on Computational Intelligence Experience
  2023 IEEE Congress on Evolutionary Computation, IEEE, pp. 1-8, 2023
  (pdf) BibTeX
- Hendrik Hachmann, Bodo Rosenhahn
  Human Spine Motion Capture using Perforated Kinesiology Tape
  Computer Vision and Pattern Recognition Workshops (CVPRW), June 2023
  (pdf) BibTeX
- Hendrik Hachmann, Bodo Rosenhahn
  Color-aware Deep Temporal Backdrop Duplex Matting System
  MMSys '23: Proceedings of the 14th ACM Multimedia Systems Conference, June 2023
  (pdf) BibTeX
- Lars Rumberg, Christopher Gebauer, Hanna Ehlert, Maren Wallbaum, Ulrike Lüdtke, Jörn Ostermann
  Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition
  Proc. INTERSPEECH 2023, pp. 4583--4587, August 2023
  (pdf) BibTeX
- Christopher Gebauer, Lars Rumberg, Hanna Ehlert, Ulrike Lüdtke, Jörn Ostermann
  Exploiting Diversity of Automatic Transcripts from Distinct Speech Recognition Techniques for Children’s Speech
  Accepted to Interspeech 2023, August 2023
  (pdf) BibTeX
- Maximilian Schier, Christoph Reinders, Bodo Rosenhahn
  Learned Fourier Bases for Deep Set Feature Extractors in Automotive Reinforcement Learning
  2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), IEEE, September 2023
  (pdfGithub) BibTeX
- Patrick Glandorf*, Bodo Rosenhahn, (* equal contribution)
  HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization
  International Conference on Computer Vision Workshops (ICCVW), IEEE, October 2023
  (Arxiv.org) BibTeX
- Patrick Glandorf*, Timo Kaiser*, Bodo Rosenhahn, (*contributed equally)
  HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization
  International Conference on Computer Vision Workshops (ICCVW), October 2023
  (pdf, pdfArxiv.org) BibTeX
- Yeremia Gunawan Adhisantoso, Jan Voges, Jörn Ostermann
  PEKORA: High-Performance 3D Genome Reconstruction Using K-th Order Spearman's Rank Correlation Approximation
  ISMB/ECCB 2023, Lyon (FR), July 2023
  (pdfLink) BibTeX
- Fabian Müntefering, Jörn Ostermann, Jan Voges
  BACON: Bacterial Clone Recognition from Metagenomic Sequencing Data
  AICPM 2023, Hannover (DE), September 2023
  (pdf) BibTeX
- Nils Wörz, Dominik Woiwode, Justin Sondheim, Dörthe Behrens, Dorian Rudy, Team Glücksklee
  Pflanzenforschung an Bord der ISS
  BIOspektrum 29, Vol. 29, No. 5, p. 557, September 2023
  (DOI, Springer) BibTeX
- Martin Benjak, Yi-Hsin Chen, Wen-Hsiao Peng, Jörn Ostermann
  Learning-Based Scalable Video Coding with Spatial and Temporal Prediction
  IEEE International Conference on Visual Communications and Image Processing (VCIP), Jeju, Korea, December 2023
  (pdf) BibTeX
- Hong-Sheng Xie, Yi-Hsin Chen, Wen-Hsiao Peng, Martin Benjak, Jörn Ostermann
  Rate Adaptation for Learned Two-layer B-frame Coding without Signaling Motion Information
  IEEE International Conference on Visual Communications and Image Processing (VCIP), Jeju, Korea, December 2023
  BibTeX
- Christian Rohlfing, Thibaut Meyer, Jens Schneider, Jan Voges
  Python Wrapper for Context-based Adaptive Binary Arithmetic Coding
  2023 IEEE International Conference on Visual Communications and Image Processing (VCIP), December 2023
  (pdf) BibTeX
- Tom Wehrbein, Bodo Rosenhahn, Iain Matthews, Carsten Stoll
  Personalized 3D Human Pose and Shape Refinement
  International Conference on Computer Vision Workshops (ICCVW), IEEE, Paris, France, October 2023
  (pdf, pdfLink) BibTeX
- Aditya Mohan, Carolin Benjamins, Konrad Wienecke, Alexander Dockhorn, Marius Lindauer
  AutoRL Hyperparameter Landscapes
  Second International Conference on Automated Machine Learning, PMLR, pp. 1-14, May 2023
  (pdf, pdfLink, Arxiv.org) BibTeX
- Parisa Safikhani, David Broneske
  Enhancing AutoNLP with fine-tuned BERT models: An evaluation of text representation methods for AutoPyTorch.
  International Conference on Machine Learning Techniques and NLP , AIRCC, Vol. 13, No. 16, Copenhagen, September 2023, edited by David C. Wyld, Dhinaharan Nagamalai (Eds)
  (PDF) BibTeX
- Hayastan Avetisyan, Parisa Safikhani, David Broneske
  Laughing Out Loud – Exploring AI-Generated and Human-Generated Humor
  International Conference on Soft Computing, Artificial Intelligence and Applications (SCAI 2023), AIRCC, Sydny, Australia, December 2023, edited by David C. Wyld, Dhinaharan Nagamalai (Eds)
  (PDF) BibTeX (paper page)
- Ulrike Pestel-Schiller, Johannes Busch, Paul-Robert Meinicke, Jörn Ostermann
  Gain Adapted Quantization in HEVC Coding Applied to Drone Remote Sensing
  13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Athen, November 2023
  (pdf) BibTeX
- Ronghua Xu, Alexander Lange, Max Käding, Steffen Marx, Jörn Ostermann
  Energy spectral analysis of wire breaks in post-tensioned tendons for wind turbines
  19th EAWE PhD Seminar on Wind Energy, pp. 204-207, September 2023
  (pdfProceedings) BibTeX
- Alexander Lange, Max Käding, Ronghua Xu, Steffen Marx, Jörn Ostermann
  Semi-supervised learning for acoustic emission monitoring of tendons in prestressed concrete bridges
  14th International Workshop on Structural Health Monitoring (IWSHM), Stanford, September 2023
  (DOI) BibTeX
- 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
  (pdfArxiv.org, Github) BibTeX
- Reemt Hinrichs, Kevin Gerkens, Alexander Lange, Jörn Ostermann
  Classification of Guitar Effects and Extraction of their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks
  EvoMUSART 2022, 2022
  (pdf) BibTeX
- Carl Hvarfner, Danny Stoll, Artur Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
  piBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
  10th International Conference on Learning Representations, ICLR'22, OpenReview, pp. 1-30, April 2022
  (PDF) BibTeX
- Christoph Reinders, Frederik Schubert, Bodo Rosenhahn
  ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing
  Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI), 2022
  (Arxiv.org, Github) BibTeX
- Maximilian Schier, Christoph Reinders, Bodo Rosenhahn
  Constrained Mean Shift Clustering
  Proceedings of the 2022 SIAM International Conference on Data Mining (SDM), SIAM, April 2022
  (pdfGithub) BibTeX
- Reemt Hinrichs, Kai Liang, Ze Lu, Jörn Ostermann
  Improved Compression of Artificial Neural Networks through Curvature-Aware Training
  Proceedings of the IEEE World Congress on Computational Intelligence, July 2022
  (pdf) BibTeX
- André Biedenkapp, David Speck, Silvan Sievers, Frank Hutter, Marius Lindauer, Jendrik Seipp
  Learning Domain-Independent Policies for Open List Selection
  Proceedings of the 3rd ICAPS workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL), pp. 1-9, 2022
  BibTeX
- Kai Cordes, Christoph Reinders, Paul Hindricks, Jonas Lammers, Bodo Rosenhahn, Hellward Broszio
  RoadSaW: A Large-Scale Dataset for Camera-Based Road Surface and Wetness Estimation
  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022
  (Link) BibTeX
- Lars Rumberg, Christopher Gebauer, Hanna Ehlert, Maren Wallbaum, Lena Bornholt, Jörn Ostermann, Ulrike Lüdtke
  kidsTALC: A Corpus of 3- to 11-year-old German Children’s Connected Natural Speech
  Proceedings INTERSPEECH 2022 – 23rd Annual Conference of the International Speech Communication Association, ISCA, September 2022
  (pdf) BibTeX
- Lars Rumberg, Christopher Gebauer, Hanna Ehlert, Ulrike Lüdtke, Jörn Ostermann
  Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding
  Proceedings INTERSPEECH 2022 – 23rd Annual Conference of the International Speech Communication Association, ISCA, September 2022
  (pdf) BibTeX
- Mina Mirzadeh, Robin Strunk, Sophie Matter, Iwo Bekker, Marco Munderloh, Tobias Erckrath, Lutz Hofmann, Axel Mertens
  A Rule-based Concept for a Bottom-up Multi-Master Black Start of an Inverter-Dominated Low-Voltage Cell
  2022 IEEE 13th International Symposium Power Electronics for Distributed Generation Systems, IEEE, June 2022
  BibTeX
- Bodo Rosenhahn
  Mixed Integer Linear Programming for Optimizing a Hopfield Network
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Springer Nature, No. 5, p. 344–360, September 2022
  (pdfDOI) BibTeX
- Quy Le Xuan, Yeremia Gunawan Adhisantoso, Marco Munderloh, Jörn Ostermann
  Uncertainty-Aware Remaining Useful Life Prediction for Predictive Maintenance Using Deep Learning
  16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME, 2022
  (DOI) BibTeX
- Yeremia Gunawan Adhisantoso, Jörn Ostermann,
  Contact Matrix Compressor
  2022 Data Compression Conference (DCC), pp. 399-408, March 2022
  (pdfIEEEexplore) BibTeX
- Yeremia Gunawan Adhisantoso, Quy Le Xuan, Christoph Kellerman, Marco Munderloh, Jörn Ostermann
  Introduction to Deep Degradation Metric in Smart Production Ecosystems
  16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME, 2022
  (pdf) BibTeX
- Reemt Hinrichs, Hendrik Heise, Lukas Ehmann, Jörn Ostermann
  Lossless Compression at Zero Delay of the Electrical Stimulation Patterns of Cochlear Implants for Wireless Streaming of Audio Using Artificial Neural Networks
  7th International Conference on Frontiers of Signal Processing, 2022
  (pdf) BibTeX
- Alexander Lange, Max Käding, Reemt Hinrichs, Jörn Ostermann, Steffen Marx
  Wire Break Detection in Bridge Tendons Using Low-Frequency Acoustic Emissions
  European Workshop on Structural Health Monitoring. EWSHM 2022., Springer, June 2022
  (DOI) BibTeX
- Ronghua Xu, Max Käding, Alexander Lange, Jörn Ostermann, Steffen Marx
  Detection of impulsive signals on tendons for hybrid wind turbines using acoustic emission measurements
  International Symposium on Non-Destructive Testing in Civil Engineering (NDT-CE 2022), August 2022
  (Link) BibTeX
- Alexander Lange, Reemt Hinrichs, Jörn Ostermann
  Localized Damage Detection in Wind Turbine Rotor Blades using Airborne Acoustic Emissions
  9th Asia-Pacific Workshops on Structural Health Monitoring 2022 (APWSHM 2022), December 2022
  (DOI) BibTeX
- Martin Benjak, Niklas Aust, Yasser Samayoa, Jörn Ostermann
  Neural Network-based Error Concealment for B-Frames in VVC
  2022 IEEE International Symposium on Circuits and Systems (ISCAS), Austin, Texas, USA, 2022
  (pdf) BibTeX
- Linjie Xu, Jorge Hurtado-Grueso, Dominic Jeurissen, Diego Perez Liebana, Alexander Dockhorn
  Elastic Monte Carlo Tree Search State Abstraction for Strategy Game Playing
  2022 IEEE Conference on Games (CoG), IEEE, 2022
  (pdfArxiv.org) BibTeX
- Lars Wagner, Christopher Olson, Alexander Dockhorn
  Generalizations of Steering - A Modular Design
  2022 IEEE Conference on Games (CoG), IEEE, pp. 1-4, 2022
  (pdf) BibTeX
- Linjie Xu, Diego Perez-Liebana, Alexander Dockhorn
  Towards Applicable State Abstractions: a Preview in Strategy
  The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM) - RL as a Model of Agency, pp. 1-7, 2022
  (pdfLink) BibTeX
- Ulrike Pestel-Schiller, Jörn Ostermann
  Impact of Spatial Resolution and Zoom on Interpreter-Based Evaluation of Compressed SAR Images
  14th European Conference on Synthetic Aperture Radar, Leipzig, July 2022
  BibTeX
- Ulrike Pestel-Schiller, Ye Yang, Jörn Ostermann
  Semantic Segmentation of Natural and Man-Made Fruits Using a Spatial-Spectral Two-Channel-CNN for Sparse Data
  12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Rome, Italy, September 2022
  (pdf) BibTeX
- Reemt Hinrichs, Felix Ortmann, Jörn Ostermann
  Vector-Quantized Zero-Delay Deep Autoencoders for the Compression of Electrical Stimulation Patterns of Cochlear Implants Using STOI
  IEEE EMBS 2022, 2022
  (pdf) BibTeX
- Vasileios Iosifidis, Symeon Papadopulous, Bodo Rosenhahn, Eirini Ntoutsi
  AdaCC: cumulative cost-sensitive boosting for imbalanced classification
  Knowledge and Information Systems, Springer Nature, p. 38, October 2022, edited by Xindong Wu
  (pdf) BibTeX
- Thomas Norrenbrock, Marco Rudolph, Bodo Rosenhahn
  Take 5: Interpretable Image Classification with a Handful of Features
  Progress and Challenges in Building Trustworthy Embodied AI @NeurIPS, December 2022
  (pdfLink) BibTeX
- Christoph Kellermann, Erik Neumann, Jörn Ostermann
  Prediction of variable forecast horizons with artificial neural networks by embedding the temporal resolution warping
  International Conference on Control, Automation and Diagnosis (ICCAD), pp. 1-5, Lisbon, Portugal, 2022
  (DOI) BibTeX
- Christoph Kellermann, Ayoub Selmi, Dominic Brown, Jörn Ostermann
  Fault Detection in Multi-stage Manufacturing to Improve Process Quality
  International Conference on Control, Automation and Diagnosis (ICCAD), pp. 1-6, Lisbon, Portugal, 2022
  (DOI) BibTeX
- Christopher Gebauer, Nils Dengler, Maren Bennewitz
  Sensor-Based Navigation Using Hierarchical Reinforcement Learning
  International Conference on Intelligent Autonomous Systems (IAS), LNNS Springer-Verlag, 2022
  (Arxiv.org) BibTeX
- Duy Nguyen, Roberto Henschel, Bodo Rosenhahn, Daniel Sonntag, Paul Swoboda
  LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking
  Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 1-10, New Orleans, June 2022
  (pdfIEEEexplore, Arxiv.org, Github) BibTeX
- Kaiqin Hu, Wentong Liao, Michael Yang, Bodo Rosenhahn
  Text to Image Generation with Semantic-Spatial Aware GAN
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 18166-18175, June 2022
  (Github, Arxiv.org, IEEEexplore) 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
- 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
  (pdf) 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
  (pdfArxiv.org, Github, Youtube) 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
  (pdfArxiv.org, Github, Youtube) 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.org) 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)
  (DOI) 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
  (pdfArxiv.org) 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
- 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
- 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
- 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
  (pdfArxiv.org) 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
  (pdfArxiv.org) 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.org) BibTeX