| 2026 | ICPR | MULTI: Disentangling Camera Lens, Sensor, View, and Domain for Novel Image Generation. | Sonali Godavarthy, Matthias Neuwirth-Trapp, Tim-Felix Faasch, Maarten Bieshaar, Michael Mller, Danda Pani Paudel |
| 2026 | ICPR | Beyond Visual Appearance: Retrieval-Based Validation of Object Detectors via OOD Knowledge Bases. | Mohamed Sabry Moustafa, Maarten Bieshaar, Andreas Albrecht, Bernhard Sick |
| 2025 | ICCV | RICO: Two Realistic Benchmarks and an In-Depth Analysis for Incremental Learning in Object Detection. | Matthias Neuwirth-Trapp, Maarten Bieshaar, Danda Pani Paudel, Luc Van Goo |
| 2025 | ICCV | Incremental Object Detection with Prompt-Based Methods. | Matthias Neuwirth-Trapp, Maarten Bieshaar, Danda Pani Paudel, Luc Van Gool |
| 2025 | ICPRAM | A Concept for Requirements-Driven Identification and Mitigation of Dataset Gaps for Perception Tasks in Automated Driving. | Mohamed Sabry Moustafa, Maarten Bieshaar, Andreas Albrecht, Bernhard Sick |
| 2024 | ICRA | A Safety-Adapted Loss for Pedestrian Detection in Autonomous Driving. | Maria Lyssenko, Piyush Pimplikar, Maarten Bieshaar, Farzad Nozarian, Rudolph Triebel |
| 2022 | DSAA | Generating Synthetic Time Series for Machine-Learning-Empowered Monitoring of Electric Motor Test Benches. | Tobias Westmeier, Diego Botache, Maarten Bieshaar, Bernhard Sick |
| 2021 | CVPR | Out-of-Distribution Detection and Generation Using Soft Brownian Offset Sampling and Autoencoders. | Felix Mller, Diego Botache, Denis Huseljic, Florian Heidecker, Maarten Bieshaar, Bernhard Sick |
| 2020 | ICPR | Towards Corner Case Detection by Modeling the Uncertainty of Instance Segmentation Networks. | Florian Heidecker, Abdul Hannan, Maarten Bieshaar, Bernhard Sick |
| 2020 | ICPR | Intelligent and Interactive Video Annotation for Instance Segmentation Using Siamese Neural Networks. | Jan Schneegans, Maarten Bieshaar, Florian Heidecker, Bernhard Sick |
| 2019 | GI | Early Pedestrian Movement Detection Using Smart Devices Based on Human Activity Recognition. | Diego Botache, Dandan Liu, Maarten Bieshaar, Bernhard Sick |
| 2018 | DSAA | Starting Movement Detection of Cyclists Using Smart Devices. | Maarten Bieshaar, Malte Depping, Jan Schneegans, Bernhard Sick |
| 2018 | IJCNN | Active Sorting - An Efficient Training of a Sorting Robot with Active Learning Techniques. | Marek Herde, Daniel Kottke, Adrian Calma, Maarten Bieshaar, Stephan Deist, Bernhard Sick |