| 2024 | GI | Computer-Assisted Short Answer Grading Using Large Language Models and Rubrics. | Tim Metzler, Paul G. Plger, Jrn Hees |
| 2023 | ICCBR | Knowledge Base Question Answering by Transformer-Based Graph Pattern Scoring. | Marcel Lamott, Jrn Hees, Adrian Ulges |
| 2023 | IJCNN | Cross-Domain Transformation for Outlier Detection on Tabular Datasets. | Dayananda Herurkar, Timur Sattarov, Jrn Hees, Sebastian Palacio, Federico Raue, Andreas Dengel |
| 2023 | ICPRAM | Sequential Spatial Transformer Networks for Salient Object Classification. | David Dembinsky, Fatemeh Azimi, Federico Raue, Jrn Hees, Sebastian Palacio, Andreas Dengel |
| 2023 | KI | RECol: Reconstruction Error Columns for Outlier Detection. | Dayananda Herurkar, Mario Meier, Jrn Hees |
| 2022 | CVPR | Less is More: Proxy Datasets in NAS approaches. | Brian B. Moser, Federico Raue, Jrn Hees, Andreas Dengel |
| 2022 | ICANN | DT2I: Dense Text-to-Image Generation from Region Descriptions. | Stanislav Frolov, Prateek Bansal, Jrn Hees, Andreas Dengel |
| 2022 | ICASSP | Audioclip: Extending Clip to Image, Text and Audio. | Andrey Guzhov, Federico Raue, Jrn Hees, Andreas Dengel |
| 2022 | WACV | Self-supervised Test-time Adaptation on Video Data. | Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jrn Hees, Luca Bertinetto, Andreas Dengel |
| 2021 | IJCNN | ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio. | Andrey Guzhov, Federico Raue, Jrn Hees, Andreas Dengel |
| 2021 | IJCNN | ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs. | Dayananda Herurkar, Philipp Blandfort, Federico Raue, Jrn Hees, Andreas Dengel |
| 2021 | KI | Combining Transformer Generators with Convolutional Discriminators. | Ricard Durall, Stanislav Frolov, Jrn Hees, Federico Raue, Franz-Josef Pfreundt, Andreas Dengel, Janis Keuper |
| 2020 | ICANN | DartsReNet: Exploring New RNN Cells in ReNet Architectures. | Brian B. Moser, Federico Raue, Jrn Hees, Andreas Dengel |
| 2020 | ICPR | Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory. | Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jrn Hees, Andreas Dengel |
| 2020 | ICPR | ESResNet: Environmental Sound Classification Based on Visual Domain Models. | Andrey Guzhov, Federico Raue, Jrn Hees, Andreas Dengel |
| 2020 | ICPR | P ≈ NP, at least in Visual Question Answering. | Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Jrn Hees, Andreas Dengel |
| 2020 | ICPR | Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks. | Sebastian Palacio, Philipp Engler, Jrn Hees, Andreas Dengel |
| 2020 | WACV | Adversarial Defense based on Structure-to-Signal Autoencoders. | Joachim Folz, Sebastian Palacio, Jrn Hees, Andreas Dengel |
| 2019 | ICANN | A Reinforcement Learning Approach for Sequential Spatial Transformer Networks. | Fatemeh Azimi, Federico Raue, Jrn Hees, Andreas Dengel |
| 2019 | ICANN | Conditional GANs for Image Captioning with Sentiments. | Tushar Karayil, Asif Irfan, Federico Raue, Jrn Hees, Andreas Dengel |
| 2019 | ICANN | Comparison Between U-Net and U-ReNet Models in OCR Tasks. | Brian B. Moser, Federico Raue, Jrn Hees, Andreas Dengel |
| 2019 | IJCNN | Fusion Strategies for Learning User Embeddings with Neural Networks. | Philipp Blandfort, Tushar Karayil, Federico Raue, Jrn Hees, Andreas Dengel |
| 2019 | IGARSS | Location-Specific Embedding Learning for the Semantic Segmentation of Building Footprints on a Global Scale. | Benjamin Bischke, Patrick Helber, Jrn Hees, Andreas Dengel |
| 2019 | IGARSS | Multi-Scale Machine Learning for the Classification of Building Property Values. | Patrick Helber, Benjamin Bischke, Qiushi Guo, Jrn Hees, Andreas Dengel |
| 2019 | IGARSS | Towards a Sentinel-2 Based Human Settlement Layer. | Patrick Helber, Benjamin Bischke, Jrn Hees, Andreas Dengel |
| 2018 | CVPR | What Do Deep Networks Like to See? | Sebastian Palacio, Joachim Folz, Jrn Hees, Federico Raue, Damian Borth, Andreas Dengel |
| 2016 | EKAW | An Evolutionary Algorithm to Learn SPARQL Queries for Source-Target-Pairs - Finding Patterns for Human Associations in DBpedia. | Jrn Hees, Rouven Bauer, Joachim Folz, Damian Borth, Andreas Dengel |
| 2012 | ETRA | A robust realtime reading-skimming classifier. | Ralf Biedert, Jrn Hees, Andreas Dengel, Georg Buscher |
| 2011 | KI | BetterRelations: Using a Game to Rate Linked Data Triples. | Jrn Hees, Thomas Roth-Berghofer, Ralf Biedert, Benjamin Adrian, Andreas Dengel |
| 2010 | CHI | Text 2.0. | Ralf Biedert, Georg Buscher, Sven Schwarz, Jrn Hees, Andreas Dengel |
| 2010 | EKAW | Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data. | Benjamin Adrian, Jrn Hees, Ivan Herman, Michael Sintek, Andreas Dengel |
| 2009 | KI | iDocument: Using Ontologies for Extracting and Annotating Information from Unstructured Text. | Benjamin Adrian, Jrn Hees, Ludger van Elst, Andreas Dengel |