Institut für Informationsverarbeitung (TNT)

Conference Contributions
- Reemt Hinrichs, Sonja Stephan, Alexander Lange, Jörn Ostermann
  A Dataset for Automatic Vocal Mode Classification
  15th International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART), April 2026
  BibTeX
- Christoph Reinders, Radu Berdan, Beril Besbinar, Junji Otsuka, Daisuke Iso
  RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation
  Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
  (arXiv.org, GitHub) BibTeX
- Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt,
  Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery
  IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), IEEE, February 2025
  (pdfGitHub) BibTeX
- Martin Benjak, Jörn Ostermann,
  Exploration of Sequence-wise Optimized Parameters for Low Complexity Enhancement Video Coding (LCEVC) on 4K Content
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, April 2025
  (pdf) BibTeX
- Thomas Norrenbrock, Timo Kaiser, Sovan Biswas, Ramesh Manuvinakurike, Bodo Rosenhahn
  QPM: Discrete Optimization for Globally Interpretable Image Classification
  The Thirteenth International Conference on Learning Representations (ICLR), April 2025
  (PDF, Link, GitHub) BibTeX
- Konrad Bethmann, Yannik Mahlau, Frederik Schubert, Marco Munderloh, Bodo Rosenhahn, Bernhard Roth, Jörn Ostermann
  Inverse design of robust out-of-plane coupling elements
  proceedings Photonics West, January 2025
  BibTeX
- Maximilian Schier, Frederik Schubert, Bodo Rosenhahn
  Explainable Reinforcement Learning via Dynamic Mixture Policies
  2025 IEEE International Conference on Robotics and Automation (ICRA), IEEE, p. To be published, 2025
  (pdfGitHub) BibTeX
- Melanie Schaller, Bodo Rosenhahn,
  S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart Buildings
  Preprint, 2025
  (arXiv.org) BibTeX
- Melanie Schaller,
  Pulsating Waterjet Cutting Dataset
  Kaggle, February 2025
  (Link) BibTeX
- Melanie Schaller, Sergej Hloch, Akash Nag, Dagmar Klichova, Nick Janssen, Frank Pude, Michal Zelenak, Bodo Rosenhahn,
  S4D-Bio Audio Monitoring of Bone Cement Disintegration in Pulsating Fluid Jet Surgery under Laboratory Conditions
  Preprint, March 2025
  (arXiv.org) BibTeX
- Mathis Kruse, Bodo Rosenhahn
  Multi-Flow: Multi-View-Enriched Normalizing Flows for Industrial Anomaly Detection
  Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops, pp. 3933--3944, June 2025
  (arXiv.org, GitHub) BibTeX
- Timo Kaiser, Thomas Norrenbrock, Bodo Rosenhahn
  UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model
  Forty-second International Conference on Machine Learning (ICML), PLMR, Vancouver, July 2025
  (pdf, pdfGitHub, arXiv.org) BibTeX
- Christopher Gebauer, Lars Rumberg, Fabian Witt, Edith Beaulac, Hanna Ehlert, Jörn Ostermann
  Rule-Based Grammatical Error Detection on Spontaneous Children’s Speech
  Elektronische Sprachsignalverarbeitung (ESSV), pp. 117-124, 2025
  (pdf) BibTeX
- Christopher Gebauer, Lars Rumberg, Lars Köhn, Hanna Ehlert, Edith Beaulac, Jörn Ostermann
  Grammatical Error Detection on Spontaneous Children’s Speech Using Iterative Pseudo Labeling
  to appear in Proceedings INTERSPEECH 2025 – 26th Annual Conference of the International Speech Communication Association, ISCA, 2025
  (pdf) BibTeX
- Robin Schmöcker, Alexander Dockhorn,
  Cascade - A sequential ensemble method for continuous control tasks
  Reinforcement Learning Conference, August 2025
  BibTeX
- Robin Schmöcker, Lennart Kampmann, Alexander Dockhorn,
  Time-critical and confidence-based abstraction dropping methods
  Conference on Games, August 2025
  BibTeX
- Patrick Glandorf, Rosenhahn Bodo
  Pruning by Block Benefit: Exploring the Properties of Vision Transformer Blocks during Domain Adaptation
  International Conference on Computer Vision Workshops (ICCVW), October 2025
  (arXiv.org) BibTeX
- Quy Le Xuan, Marco Munderloh, Jörn Ostermann
  Lifelong Learning for Fault Prognostics in Predictive Maintenance with Bayesian Neural Networks
  25th IEEE International Conference on Software Quality, Reliability and Security, pp. 483-491, Hangzhou, China, July 2025
  (DOI) BibTeX
- Martin Benjak, Saifullah Khan, Yi-Hsin Chen, Wen-Hsiao Peng, Jörn Ostermann,
  Learned Hybrid Video Coding for Human Perception and Multiple Machine Vision Tasks
  IEEE International Conference on Image Processing (ICIP), Anchorage, Alaska, USA, September 2025
  (pdf) BibTeX
- Robert Ronge, Erik Albrecht, Dominik Woiwode, Alexander Dockhorn
  Generating Ensembles of Search Policies to Solve Baba is You Levels
  IEEE Conference on Games (CoG), IEEE, August 2025
  (IEEEexplore) BibTeX
- Hamidreza Maharlou, Elischa Krause, Fabian Müntefering, Jan Voges, Antoine Weihs, Michael Lucht, Hans J. Grabe, Iris Pollmann, Franz-Josef Mueller, Heike Weber, Steffen Oeltze-Jafra
  The P4D Dashboard
  Proceedings of the 20th World Congress on Medical and Health Informatics, IOS Press Ebooks, Vol. 329, pp. 495-499, August 2025, edited by Househ, Mowafa S.; Tariq, Zain Ul Abideen; Al-Zubaidi, Mahmood; Shah, Uzair; Huesing, Elaine
  (pdfDOI) BibTeX
- Thomas Norrenbrock, Timo Kaiser, Sovan Biswas, Neslihan Kose, Ramesh Manuvinakurike, Bodo Rosenhahn
  CHiQPM: Calibrated Hierarchical Interpretable Image Classification
  The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), San Diego, USA, December 2025
  (pdfCode, Link) BibTeX
- Martin Benjak, Yi-Hsin Chen, Wen-Hsiao Peng, Jörn Ostermann,
  Scalable COOL-CHIC: Dual-Resolution Images from a Single Bitstream
  Picture Coding Symposium (PCS), Aachen, Germany, December 2025
  (pdfGitHub) BibTeX
- Martin Benjak, Yi-Hsin Chen, Wen-Hsiao Peng, Jörn Ostermann,
  Progressive COOL-CHIC: Efficient Decoding for Dual-Resolution Images
  IEEE Visual Communications and Image Processing (VCIP), Klagenfurt, Austria, December 2025
  (pdfGitHub) BibTeX
- Yi-Hsin Chen, Yi-Chen Yao, Kuan-Wei Ho, Chun-Hung Wu, Huu-Tai Phung, Martin Benjak, Jörn Ostermann, Wen-Hsiao Peng
  HyTIP: Hybrid Temporal Information Propagation for Masked Conditional Residual Video Coding
  Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Honolulu, Hawaii, USA, October 2025
  (GitHub) BibTeX
- Kuan-Wei Ho, Yi-Hsin Chen, Martin Benjak, Jörn Ostermann, Wen-Hsiao Peng
  A Cross-Framework Study of Temporal Information Buffering Strategies for Learned Video Compression
  Picture Coding Symposium (PCS), Aachen, Germany, December 2025
  BibTeX
- Yi-Hsin Chen, Kuan-Wei Ho, Martin Benjak, Jörn Ostermann, Wen-Hsiao Peng
  Conditional Residual Coding with Explicit-Implicit Temporal Buffering for Learned Video Compression
  IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, July 2025
  BibTeX
- Dominik Woiwode, Jakob Marten, Bodo Rosenhahn
  A Rotation-Invariant Embedded Platform for (Neural) Cellular Automata
  Proceedings of the Artificial Life Conference (ALIFE), MIT Press, October 2025, edited by Witkowski, Olaf;Adams, Alyssa;Sinapayen, Lana;Baltieri, Manuel;Khosravy, Mahdi
  (arXiv, Code, Project Page) BibTeX
- Ulrike Pestel-Schiller, Johannes Busch, Joern Ostermann
  Hyperspectral Band Selection Considering Sensor Readout Speed and Classification Accuracy
  15th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, November 2025
  BibTeX
- Daniel Gritzner, Cedric Fauth, Jörn Ostermann
  Knowledge-Graph-Based News Monitoring for Renewable Energy News
  2025 International Conference on Power Engineering and Electrical Technology (PEET), 2025
  (DOI, IEEEexplore) BibTeX
- Imen Talbi, Lars Rumberg, Christopher Gebauer, Edith Beaulac, Hanna Ehlert, Jörn Ostermann
  Reliability of Lexical Richness Measures for ASR-Based Children’s Speech Assessment
  Automatic Speech Recognition and Understanding (ASRU), IEEE, December 2025
  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
  IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, IEEE, pp. 3950--3960, 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), West Lafayette, Indiana, USA, 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
- Reemt Hinrichs, Jörn Ostermann
  Pruning-aware Loss Functions for STOI-Optimized Pruned Recurrent Autoencoders for the Compression of the Stimulation Patterns of Cochlear Implants at Zero Delay
  Asilomar Conference on Signals, Systems, and Computers, October 2024
  (pdf) BibTeX
- Alexander Lange, Ronghua Xu, Max Fiedler, Steffen Marx, Jörn Ostermann
  Acoustic Emission Detection in Noisy Environments using Linear Prediction
  Proceedings of the 10th European Workshop on Structural Health Monitoring (EWSHM), June 2024
  (DOI) BibTeX
- Ronghua Xu, Alexander Lange, Max Fiedler, Jörn Ostermann, Steffen Marx
  Detecting wire breaks in post-tensioned tendons of wind turbines: A signal energy spectrum analysis approach
  Proceedings of the 10th European Workshop on Structural Health Monitoring (EWSHM), June 2024
  (DOI) BibTeX
- Daniel Gritzner, Sandra Peters-Erjawetz, Carsten Fichter, Jörn Ostermann
  WindGISKI: Using AI to Propose Areas Suitable for Building New Wind Turbines
  Proceedings of the DHBW AI Transfer Congress 2024, DHBW, Stuttgart, 2024
  (pdf) BibTeX
- Melanie Schaller, Daniel Schlör, Andreas Hotho,
  ModeConv: A Novel Convolution for Distinguishing Anomalous and Normal Structural Behavior
  Preprint, June 2024
  (arXiv.org) BibTeX
- Melanie Schaller, Sergej Hloch, Akash Nag, Dagmar Klichova, Nick Janssen, Frank Pude, Michal Zelenak, Bodo Rosenhahn,
  Bone Cement Removal with Audio-Monitoring and Erosion Depth (Dataset)
  IEEEDataport, November 2024
  (Link) BibTeX
- Mariia Khan, Yue Qiu, Yuren Cong, Bodo Rosenhahn, David Suter, Jumana Abu-Khalaf
  Indoor Scene Change Understanding (SCU): Segment, Describe, and Revert Any Change
  IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , IEEE, Abu Dhabi, United Arab Emirates , October 2024
  (GitHub, IEEEexplore) BibTeX
- Michela Cleri, Tomas Woodgate, Charlie Zhang, Sarah McElroy, Sharon Giles, Lisa Story, Kuberan Pushparajah, David Lloyd, Jana Hutter, Kelly Payette
  Fetal blood flow measurements at low field (0.55T) using metric optimized gating
  ISMRM Annual Meeting, ISMRM, Concord, CA, 2024
  BibTeX
- Alena Uus, Jordina Aviles Verdera, Kelly Payette, Megan Hall, Sara Neves Silva, Kathleen Colford, Aysha Luis, Jacqueline Matthew, Maria Deprez, Sarah Mcelroy, Joseph Hajnal, Mary Rutherford, Lisa Story, Jana Hutter
  Normative growth models for T2w 0.55T fetal brain and body MRI: population-averaged 4D atlases and volumetry centiles
  ISMRM Annual Meeting, ISMRM, Vol. 2024, p. 0819, Concord, CA, 2024
  BibTeX
- Michela Cleri, Tomas Woodgate, Charlie Zhang, Sarah McElroy, Sharon Giles, Lisa Story, Kuberan Pushparajah, David Lloyd, Jana Hutter, Kelly Payette
  Fetal Blood Flow Measurements at Low Field (0.55T) using Metric Optimized Gating
  Proceedings of the ISMRM 2024, p. 3404, May 2024
  BibTeX
- Tomas Woodgate Charlie Zhang
  Optimization of bSSFP pulse sequence parameters for low-field fetal cardiac MRI at 0.55T
  Proceedings of the ISMRM 2024, p. 3403, May 2024
  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
  Proceedings INTERSPEECH 2023 – 24th Annual Conference of the International Speech Communication Association, 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, 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
- Pascal Janetzky, Melanie Schaller, Anna Krause, Andreas Hotho,
  Swarming Detection in Smart Beehives Using Auto Encoders for Audio Data
  30th International Conference on Systems, Signals and Image Processing (IWSSIP), IEEE, June 2023
  (IEEEexplore) BibTeX
- Melanie Schaller, Michael Steininger, Andrzej Dulny, Daniel Schlör, Andreas Hotho,
  Liquor-HGNN: A heterogeneous graph neural network for leakage detection in water distribution networks
  CEUR Workshop Proceedings, 2023
  (Link) BibTeX
- Jana Hutter, Raphael Tomi-Tricot, Thomas Wilkinson, Philippa Bridgen, Enrico DeVita, Shaihan Malik, Joseph Hajnal
  Perfusion observations using spherical slice-shuffled ultra-high-field MRI (POSSUM)
  ISMRM Annual Meeting, ISMRM, Vol. 30, p. 0045, Concord, CA, 2023
  BibTeX
- Andrew Melbourne, Carla Avena Zampieri, Dimitra Flouri, Joseph Hajnal, Anna David, Mary Rutherford, Jana Hutter, Lisa Story
  Multi-modal MRI reveals changes in placental function following preterm premature rupture of membranes
  ISMRM Annual Meeting, ISMRM, Vol. 30, p. 0814, Concord, CA, 2023
  BibTeX
- Maria Deprez, Mary A Rutherford, Jana Hutter, Lisa Story
  Combined Quantitative T2* Map and Structural T2-Weighted Tissue-Specific Analysis for Fetal Brain MRI: Pilot Automated Pipeline
  Perinatal, Preterm and Paediatric Image Analysis: 8th International Workshop, PIPPI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings, Vol. 14246, p. 28, 2023
  BibTeX
- Alena U Uus, Megan Hall, Kelly Payette, Joseph V Hajnal, Maria Deprez, Mary A Rutherford, Jana Hutter, Lisa Story
  Combined Quantitative T2* Map and Structural T2-Weighted Tissue-Specific Analysis for Fetal Brain MRI: Pilot Automated Pipeline
  Perinatal, Preterm and Paediatric Image Analysis, Springer Nature Switzerland, pp. 28--38, 2023
  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