| 2025 | KES | Comparison of Conditional and Non-Conditional Data Augmentation Approaches with Generative Adversarial Networks: A Case Study on Bearing Fault Diagnosis. | Timo Knig, Akash Mangaluru Ramananda, Fabian Wagner, Markus Kley, Marcus Liebschner |
| 2025 | KES | Multi-Objective Feature Selection for Prognostics and Health Management Applications. | Fabian Wagner, Akash Mangaluru Ramananda, Markus Kley, Marcus Liebschner |
| 2024 | KES | Evaluation of Feature Selection and Pre-Processing Techniques for Ethylene Glycol-Water Ratio Classification in Process Thermostat. | Patrick Harfmann, Akash Mangaluru Ramananda, Fabian Wagner, Vishnu Murali, Lokesh Sharath Babu, Magnus Nigmann, Markus Kley |
| 2024 | KES | A LSTM-GAN Algorithm for Synthetic Data Generation of Time Series Data for Condition Monitoring. | Timo Knig, Akash Mangaluru Ramananda, Fabian Wagner, Markus Kley |
| 2024 | KES | Virtual Sensor Conceptualization for Rotation Speed and Torque Prediction: A Case Study of Two-Stage Reduction Gearbox. | Akash Mangaluru Ramananda, Timo Knig, Fabian Wagner, Markus Kley |
| 2024 | MICCAI | Unsupervised Domain Adaptation Using Soft-Labeled Contrastive Learning with Reversed Monte Carlo Method for Cardiac Image Segmentation. | Mingxuan Gu, Mareike Thies, Siyuan Mei, Fabian Wagner, Mingcheng Fan, Yipeng Sun, Zhaoya Pan, Sulaiman Vesal, Ronak Kosti, Dennis Possart, Jonas Utz, Andreas K. Maier |
| 2024 | MICCAI | Virtual DSA for Learning Contrast Agent Dynamics in Projection Space. | Noah Maul, Annette Birkhold, Mareike Thies, Nastassia Vysotskaya, Fabian Wagner, Laura Pfaff, Markus Kowarschik, Andreas K. Maier |
| 2024 | MICCAI | No-New-Denoiser: A Critical Analysis of Diffusion Models for Medical Image Denoising. | Laura Pfaff, Fabian Wagner, Nastassia Vysotskaya, Mareike Thies, Noah Maul, Siyuan Mei, Tobias Wrfl, Andreas K. Maier |
| 2024 | MICCAI | Differentiable Score-Based Likelihoods: Learning CT Motion Compensation from Clean Images. | Mareike Thies, Noah Maul, Siyuan Mei, Laura Pfaff, Nastassia Vysotskaya, Mingxuan Gu, Jonas Utz, Dennis Possart, Lukas Folle, Fabian Wagner, Andreas K. Maier |
| 2023 | ISCAS | More AddNet: A deeper insight into DNNs using FPGA-optimized multipliers. | Martin Hardieck, Tobias Habermann, Fabian Wagner, Michael Mecik, Martin Kumm, Peter Zipf |
| 2023 | KES | A generative adversarial network-based data augmentation approach with transient vibration data. | Timo Knig, Luca Cadau, Fabian Wagner, Markus Kley |
| 2023 | MICCAI | Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation. | Maximilian Rohleder, Charlotte Pradel, Fabian Wagner, Mareike Thies, Noah Maul, Felix Denzinger, Andreas K. Maier, Bjrn W. Kreher |
| 2022 | KES | Generation of synthetic data with low-dimensional features for condition monitoring utilizing Generative Adversarial Networks. | Fabian Wagner, Timo Knig, Moritz Benninger, Markus Kley, Marcus Liebschner |
| 2021 | HCI | mHealthINX - A Virtual Reality-Based Occupational Stress Management Solution for Older Employees. | Elisabeth Broneder, Fabian Wagner, Christoph Wei, Julia Fritz, Miroslav Sili, Matthieu Arendse |
| 2013 | IIWAS | Multi-model Framework for modeling Holistic Climate and Air quality Strategies. | Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schpp |
| 2011 | ACIIDS | Cloud Intelligent Services for Calculating Emissions and Costs of Air Pollutants and Greenhouse Gases. | Binh Thanh Nguyen, Fabian Wagner, Wolfgang Schoepp |
| 2011 | CSR | Graphs of Bounded Treewidth Can Be Canonized in AC | Fabian Wagner |
| 2010 | IIWAS | Mitigation Efforts Calculator (MEC): an online calculator for interactive comparison of mitigation efforts between UNFCCC annex 1 countries. | Binh Thanh Nguyen, Lena Hglund-Isaksson, Fabian Wagner |
| 2010 | STACS | Restricted Space Algorithms for Isomorphism on Bounded Treewidth Graphs. | Bireswar Das, Jacobo Torn, Fabian Wagner |
| 2009 | FCT | Reachability in | Thomas Thierauf, Fabian Wagner |
| 2008 | IIWAS | GAINS-BI: business intelligent approach for greenhouse gas and air pollution interactions and synergies information system. | Binh Thanh Nguyen, Wolfgang Schoepp, Fabian Wagner |
| 2008 | STACS | The Isomorphism Problem for Planar 3-Connected Graphs is in Unambiguous Logspace. | Thomas Thierauf, Fabian Wagner |
| 2008 | SOFSEM | Hardness results for isomorphism and automorphism of bounded valence graphs. | Fabian Wagner |
| 2007 | MFCS | Hardness Results for Tournament Isomorphism and Automorphism. | Fabian Wagner |