| 2024 | EMNLP | FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation. | Mohamad Ballout, Anne Dedert, Nohayr Abdelmoneim, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2024 | ICLR | Learning Disentangled Audio Representations through Controlled Synthesis. | Yusuf Brima, Ulf Krumnack, Simone Pika, Gunther Heidemann |
| 2024 | NLDB | Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. | Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2024 | NLDB | Enhancing Small Language Models via ChatGPT and Dataset Augmentation. | Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2023 | ACML | Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. | Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2020 | ICANN | Hierarchical Modeling with Neurodynamical Agglomerative Analysis. | Michael Marino, Georg Schrter, Gunther Heidemann, Joachim Hertzberg |
| 2019 | MVA | A very concise feature representation for time series classification understanding. | Pattreeya Tanisaro, Gunther Heidemann |
| 2018 | TIME | An Empirical Study on Bidirectional Recurrent Neural Networks for Human Motion Recognition. | Pattreeya Tanisaro, Gunther Heidemann |
| 2017 | ICANN | Classifying Bio-Inspired Model of Point-Light Human Motion Using Echo State Networks. | Pattreeya Tanisaro, Constantin Lehman, Leon Ren Stfeld, Gordon Pipa, Gunther Heidemann |
| 2017 | ICIAP | Ventral Stream-Inspired Process for Deriving 3D Models from Video Sequences. | Julius Schning, Gunther Heidemann |
| 2017 | WACV | Providing Video Annotations in Multimedia Containers for Visualization and Research. | Julius Schning, Patrick Faion, Gunther Heidemann, Ulf Krumnack |
| 2016 | ACCV | Bio-Inspired Architecture for Deriving 3D Models from Video Sequences. | Julius Schning, Gunther Heidemann |
| 2016 | ECCV | Interactive Feature Growing for Accurate Object Detection in Megapixel Images. | Julius Schning, Patrick Faion, Gunther Heidemann |
| 2016 | ICMLA | Time Series Classification Using Time Warping Invariant Echo State Networks. | Pattreeya Tanisaro, Gunther Heidemann |
| 2016 | ICPRAM | Pixel-wise Ground Truth Annotation in Videos - An Semi-automatic Approach for Pixel-wise and Semantic Object Annotation. | Julius Schning, Patrick Faion, Gunther Heidemann |
| 2015 | CAIP | Evaluation of Multi-view 3D Reconstruction Software. | Julius Schning, Gunther Heidemann |
| 2015 | ICPRAM | FOREST - A Flexible Object Recognition System. | Julia Moehrmann, Gunther Heidemann |
| 2015 | ICPRAM | Interactive 3D Modeling - A Survey-based Perspective on Interactive 3D Reconstruction. | Julius Schning, Gunther Heidemann |
| 2013 | CAIP | Semi-automatic Image Annotation. | Julia Moehrmann, Gunther Heidemann |
| 2012 | ACCV | Efficient Development of User-Defined Image Recognition Systems. | Julia Moehrmann, Gunther Heidemann |
| 2012 | ICPRAM | Learning a Visual Attention Model for Adaptive Fast-forward in Video Surveillance. | Benjamin Hferlin, Hermann Pflger, Markus Hferlin, Gunther Heidemann, Daniel Weiskopf |
| 2011 | CVPR | Evaluation of background subtraction techniques for video surveillance. | Sebastian Brutzer, Benjamin Hferlin, Gunther Heidemann |
| 2011 | HCI | Improving the Usability of Hierarchical Representations for Interactively Labeling Large Image Data Sets. | Julia Moehrmann, Stefan Bernstein, Thomas Schlegel, Gnter Werner, Gunther Heidemann |
| 2011 | ICSE | A personalized medical information system. | Sebastian Klenk, Jrgen Dippon, Peter Fritz, Gunther Heidemann |
| 2011 | ICTAI | Similarity Calculation with Length Delimiting Dictionary Distance. | Andre Burkovski, Sebastian Klenk, Gunther Heidemann |
| 2011 | RANLP | Visualization for Coreference Annotation. | Andre Burkovski, Gunther Heidemann |
| 2010 | CIKM | Relational feature engineering of natural language processing. | Hamidreza Kobdani, Hinrich Schtze, Andre Burkovski, Wiltrud Kessler, Gunther Heidemann |
| 2010 | ICPR | Robust 1D Barcode Recognition on Mobile Devices. | Johann C. Rocholl, Sebastian Klenk, Gunther Heidemann |
| 2008 | ICANN | A Spatio-temporal Extension of the SUSAN-Filter. | Benedikt Kaiser, Gunther Heidemann |
| 2008 | ICPR | Interactive feature visualization for image retrieval. | Johannes Imo, Sebastian Klenk, Gunther Heidemann |
| 2008 | ICPR | Qualitative analysis of spatio-temporal event detectors. | Benedikt Kaiser, Gunther Heidemann |
| 2007 | ICRA | Acquisition and Application of a Tactile Database. | Matthias Schpfer, Helge J. Ritter, Gunther Heidemann |
| 2005 | IJCNN | Face detection and identification using a hierarchical feed-forward recognition architecture. | Ingo Bax, Gunther Heidemann, Helge J. Ritter |
| 2005 | IJCNN | SOM based image data structuring in an augmented reality scenario. | Holger Bekel, Gunther Heidemann, Helge J. Ritter |
| 2005 | MVA | Using Non-negative Sparse Profiles in a Hierarchical Feature Extraction Network. | Ingo Bax, Gunther Heidemann, Helge J. Ritter |
| 2004 | ICMI | Multimodal interaction in an augmented reality scenario. | Gunther Heidemann, Ingo Bax, Holger Bekel |
| 2004 | ICPR | Hand Gesture Recognition: Self-Organising Maps as a Graphical User Interface for the Partitioning of Large Training Data Sets. | Gunther Heidemann, Holger Bekel, Ingo Bax, Axel Saalbach |
| 2004 | ICRA | Dynamic Tactile Sensing for Object Identification. | Gunther Heidemann, Matthias Schpfer |
| 2003 | ESANN | Semi-automatic acquisition and labelling of image data using SOMs. | Gunther Heidemann, Axel Saalbach, Helge J. Ritter |
| 2003 | ICANN | Recognition of Gestural Object Reference with Auditory Feedback. | Ingo Bax, Holger Bekel, Gunther Heidemann |
| 2003 | ICVS | Integrating Context-Free and Context-Dependent Attentional Mechanisms for Gestural Object Reference. | Gunther Heidemann, Robert Rae, Holger Bekel, Ingo Bax, Helge J. Ritter |
| 2002 | ESANN | Combining gestural and contact information for visual guidance of multi-finger grasps. | Gunther Heidemann, Helge J. Ritter |
| 2002 | ICANN | Parametrized SOMs for Object Recognition and Pose Estimation. | Axel Saalbach, Gunther Heidemann, Helge J. Ritter |
| 2002 | ICPR | Representing Object Manifolds by Parametrized SOMs. | Axel Saalbach, Gunther Heidemann, Helge J. Ritter |
| 2001 | ICANN | Visual Checking of Grasping Positions of a Three-Fingered Robot Hand. | Gunther Heidemann, Helge J. Ritter |
| 2001 | IROS | Guiding attention for grasping tasks by gestural instruction: the GRAVIS-robot architecture. | Jochen J. Steil, Gunther Heidemann, Jn Jockusch, Robert Rae, Nils Jungclaus, Helge J. Ritter |
| 2000 | ICPR | A System for Various Visual Classification Tasks Based on Neural Networks. | Gunther Heidemann, Dirk Lcke, Helge J. Ritter |
| 2000 | IJCNN | Segmentation of Partially Occluded Objects by Local Classification. | Gunther Heidemann, Dirk Lcke, Helge J. Ritter |
| 1996 | ICANN | A Hybrid Object Recognition Architecture. | Gunther Heidemann, Franz Kummert, Helge J. Ritter, Gerhard Sagerer |
| 1996 | ICPR | A neural 3-D object recognition architecture using optimized Gabor filters. | Gunther Heidemann, Helge J. Ritter |