| 2025 | EMNLP | Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support. | Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf, Markus Mhling, Jrg Schltterer, Christin Seifert |
| 2023 | ISPR | Bird Species Recognition in Soundscapes with Self-supervised Pre-training. | Hicham Bellafkir, Markus Vogelbacher, Daniel Schneider, Valeryia Kizik, Markus Mhling, Bernd Freisleben |
| 2022 | ISPR | Bat Echolocation Call Detection and Species Recognition by Transformers with Self-attention. | Hicham Bellafkir, Markus Vogelbacher, Jannis Gottwald, Markus Mhling, Nikolaus Korfhage, Patrick Lampe, Nicolas Frie, Thomas Nauss, Bernd Freisleben |
| 2021 | CAIP | ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch. | Nikolaus Korfhage, Markus Mhling, Bernd Freisleben |
| 2017 | WINCOM | Current trends in text_spotting. | Issam Elaalyani, Mohammed Erradi, Markus Mhling, Bernd Freisleben |
| 2015 | CAIP | Improving Cross-Domain Concept Detection via Object-Based Features. | Markus Mhling, Ralph Ewerth, Bernd Freisleben |
| 2012 | MMM | Multimodal Video Concept Detection via Bag of Auditory Words and Multiple Kernel Learning. | Markus Mhling, Ralph Ewerth, Jun Zhou, Bernd Freisleben |
| 2011 | CAIP | Multi-class Object Detection with Hough Forests Using Local Histograms of Visual Words. | Markus Mhling, Ralph Ewerth, Bing Shi, Bernd Freisleben |
| 2011 | ICVS | On the Spatial Extents of SIFT Descriptors for Visual Concept Detection. | Markus Mhling, Ralph Ewerth, Bernd Freisleben |
| 2006 | ISM | Self-Supervised Learning of Face Appearances in TV Casts and Movies. | Ralph Ewerth, Markus Mhling, Bernd Freisleben |