| 2026 | ICDAR | Recent Advances in Information Extraction from Historical Archival Records. | Arthur Matei, Tim Hallyburton, Lukas Hennies, Christoph Rass, Gernot A. Fink |
| 2026 | ICDAR | Writer Retrieval at Scale. | Tim Raven, Tim Hallyburton, Gernot A. Fink |
| 2025 | ICDAR | Interpretable Writer Recognition via Vectors of Locally Aggregated Characters. | Tim Raven, Vincent Christlein, Gernot A. Fink |
| 2025 | ICDAR | CM1 - A Dataset for Evaluating Few-Shot Information Extraction with Large Vision Language Models. | Fabian Wolf, Oliver Tselmann, Arthur Matei, Lukas Hennies, Christoph Rass, Gernot A. Fink |
| 2024 | ICDAR | Self-supervised Vision Transformers for Writer Retrieval. | Tim Raven, Arthur Matei, Gernot A. Fink |
| 2024 | ICPR | Anonymisation for Time-Series Human Activity Data. | Tim Hallyburton, Nilah Ravi Nair, Fernando Moya Rueda, Ren Grzeszick, Gernot A. Fink |
| 2024 | ICPR | Augmentation of Human Activity Data: Convert, Generate, Transform. | Nilah Ravi Nair, Arthur Matei, Dennis Krn, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink |
| 2024 | ICPR | Representation Biases in Time-Series Human Activity Recognition with Small Sample Sizes. | Nilah Ravi Nair, Lena Schmid, Christopher Reining, Fernando Moya Rueda, Markus Pauly, Gernot A. Fink |
| 2023 | ICDAR | Exploring Semantic Word Representations for Recognition-Free NLP on Handwritten Document Images. | Oliver Tselmann, Gernot A. Fink |
| 2023 | PERCOM | A Tutorial on Dataset Creation for Sensor-based Human Activity Recognition. | Christopher Reining, Nilah Ravi Nair, Friedrich Niemann, Fernando Moya Rueda, Gernot A. Fink |
| 2022 | DAS | Named Entity Linking on Handwritten Document Images. | Oliver Tselmann, Gernot A. Fink |
| 2022 | ICFHR | A Weighted Combination of Semantic and Syntactic Word Image Representations. | Oliver Tselmann, Kai Brandenbusch, Miao Chen, Gernot A. Fink |
| 2022 | ICFHR | Recognition-Free Question Answering on Handwritten Document Collections. | Oliver Tselmann, Friedrich Mller, Fabian Wolf, Gernot A. Fink |
| 2022 | ICFHR | Combining Self-training and Minimal Annotations for Handwritten Word Recognition. | Fabian Wolf, Gernot A. Fink |
| 2022 | ICPR | Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition. | Shrutarv Awasthi, Fernando Moya Rueda, Gernot A. Fink |
| 2022 | ICPR | Image Augmentations in Planetary Science: Implications in Self-Supervised Learning and Weakly-Supervised Segmentation on Mars. | Dominik Komann, Arthur Matei, Thorsten Wilhelm, Gernot A. Fink |
| 2022 | ICPR | Multi-Channel Time-Series Person and Soft-Biometric Identification. | Nilah Ravi Nair, Fernando Moya Rueda, Christopher Reining, Gernot A. Fink |
| 2022 | ICPR | Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation. | Fabian Wolf, Gernot A. Fink |
| 2022 | PERCOM | Retrieval-based Annotation of Multi-channel Time-Series Data for HAR. | Erik Altermann, Fernando Moya Rueda, Eugen Rusakov, Gernot A. Fink |
| 2021 | ICDAR | Context Aware Generation of Cuneiform Signs. | Kai Brandenbusch, Eugen Rusakov, Gernot A. Fink |
| 2021 | ICDAR | Embedded Attributes for Cuneiform Sign Spotting. | Eugen Rusakov, Turna Somel, Gerfrid G. W. Mller, Gernot A. Fink |
| 2021 | ICDAR | Are End-to-End Systems Really Necessary for NER on Handwritten Document Images? | Oliver Tselmann, Fabian Wolf, Gernot A. Fink |
| 2021 | ICDAR | Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting. | Fabian Wolf, Andreas Fischer, Gernot A. Fink |
| 2021 | IGARSS | Generation of Attributes for Highly Imbalanced Land Cover Data. | Dominik Komann, Thorsten Wilhelm, Gernot A. Fink |
| 2021 | PERCOM | Benchmarking Annotation Procedures for Multi-channel Time Series HAR Dataset. | Hlya Avsar, Erik Altermann, Christopher Reining, Fernando Moya Rueda, Gernot A. Fink, Michael ten Hompel |
| 2020 | CVPR | Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation. | Philipp Oberdiek, Matthias Rottmann, Gernot A. Fink |
| 2020 | DAS | Annotation-Free Learning of Deep Representations for Word Spotting Using Synthetic Data and Self Labeling. | Fabian Wolf, Gernot A. Fink |
| 2020 | ICFHR | Towards Query-by-eXpression Retrieval of Cuneiform Signs. | Eugen Rusakov, Turna Somel, Gernot A. Fink, Gerfrid G. W. Mller |
| 2020 | ICFHR | Identifying and Tackling Key Challenges in Semantic Word Spotting. | Oliver Tselmann, Fabian Wolf, Gernot A. Fink |
| 2020 | ICFHR | Improving Handwritten Word Synthesis for Annotation-free Word Spotting. | Fabian Wolf, Kai Brandenbusch, Gernot A. Fink |
| 2020 | ICPR | Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery. | Dominik Komann, Thorsten Wilhelm, Gernot A. Fink |
| 2020 | ICPR | From Human Pose to On-Body Devices for Human-Activity Recognition. | Fernando Moya Rueda, Gernot A. Fink |
| 2020 | PERCOM | Annotation Performance for multi-channel time series HAR Dataset in Logistics. | Christopher Reining, Fernando Moya Rueda, Friedrich Niemann, Gernot A. Fink, Michael ten Hompel |
| 2019 | ICDAR | Generating Cuneiform Signs with Cycle-Consistent Adversarial Networks. | Eugen Rusakov, Kai Brandenbusch, Denis Fisseler, Turna Somel, Gernot A. Fink, Frank Weichert, Gerfrid G. W. Mller |
| 2019 | ICDAR | Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets. | Fabian Wolf, Philipp Oberdiek, Gernot A. Fink |
| 2019 | PERCOM | Combining Symbolic Reasoning and Deep Learning for Human Activity Recognition. | Fernando Moya Rueda, Stefan Ldtke, Max Schrder, Kristina Y. Yordanova, Thomas Kirste, Gernot A. Fink |
| 2018 | DAS | Learning Deep Representations for Word Spotting under Weak Supervision. | Neha Gurjar, Sebastian Sudholt, Gernot A. Fink |
| 2018 | FedCSIS | Towards a Framework for Semi-Automated Annotation of Human Order Picking Activities Using Motion Capturing. | Christopher Reining, Fernando Moya Rueda, Michael ten Hompel, Gernot A. Fink |
| 2018 | ICFHR | A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction. | Eugen Rusakov, Leonard Rothacker, Hyunho Mo, Gernot A. Fink |
| 2018 | ICPR | Learning Attribute Representation for Human Activity Recognition. | Fernando Moya Rueda, Gernot A. Fink |
| 2017 | DICTA | From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling. | Thorsten Wilhelm, Rene Grzeszick, Gernot A. Fink, Christian Whler |
| 2017 | ICDAR | Word Hypotheses for Segmentation-Free Word Spotting in Historic Document Images. | Leonard Rothacker, Sebastian Sudholt, Eugen Rusakov, Matthias Kasperidus, Gernot A. Fink |
| 2017 | ICDAR | Evaluating Word String Embeddings and Loss Functions for CNN-Based Word Spotting. | Sebastian Sudholt, Gernot A. Fink |
| 2017 | ICDAR | Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval. | Sebastian Sudholt, Leonard Rothacker, Gernot A. Fink |
| 2017 | ICIP | Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images. | Waleed M. Gondal, Jan M. Khler, Rene Grzeszick, Gernot A. Fink, Michael Hirsch |
| 2017 | ICIP | Optimistic and pessimistic neural networks for object recognition. | Rene Grzeszick, Sebastian Sudholt, Gernot A. Fink |
| 2016 | DAS | Word Spotting in Historical Document Collections with Online-Handwritten Queries. | Christian Wieprecht, Leonard Rothacker, Gernot A. Fink |
| 2016 | ICFHR | Class-Based Contextual Modeling for Handwritten Arabic Text Recognition. | Irfan Ahmad, Gernot A. Fink |
| 2016 | ICFHR | Robust Output Modeling in Bag-of-Features HMMs for Handwriting Recognition. | Leonard Rothacker, Gernot A. Fink |
| 2016 | ICFHR | PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents. | Sebastian Sudholt, Gernot A. Fink |
| 2016 | ICPRAM | Motion Classification for Analyzing the Order Picking Process using Mobile Sensors - General Concepts, Case Studies and Empirical Evaluation. | Sascha Feldhorst, Mojtaba Masoudinejad, Michael ten Hompel, Gernot A. Fink |
| 2016 | SSPR | Handwritten Word Image Categorization with Convolutional Neural Networks and Spatial Pyramid Pooling. | Juan Ignacio Toledo, Sebastian Sudholt, Alicia Forns, Jordi Cucurull, Gernot A. Fink, Josep Llads |
| 2015 | ICDAR | Training an Arabic handwriting recognizer without a handwritten training data set. | Irfan Ahmad, Gernot A. Fink |
| 2015 | ICDAR | Multi-stage HMM based Arabic text recognition with rescoring. | Irfan Ahmad, Gernot A. Fink |
| 2015 | ICDAR | Segmentation-free query-by-string word spotting with Bag-of-Features HMMs. | Leonard Rothacker, Gernot A. Fink |
| 2015 | ICDAR | Retrieving Cuneiform Structures in a Segmentation-free Word Spotting Framework. | Leonard Rothacker, Denis Fisseler, Gerfrid G. W. Mller, Frank Weichert, Gernot A. Fink |
| 2015 | ICDAR | Template generation from postmarks using cascaded unsupervised learning. | Elisa H. Barney Smith, Gernot A. Fink |
| 2015 | ICDAR | Learning local image descriptors for word spotting. | Sebastian Sudholt, Leonard Rothacker, Gernot A. Fink |
| 2014 | ICASSP | Multi-speaker tracking using multiple distributed microphone arrays. | Axel Plinge, Gernot A. Fink |
| 2014 | ICASSP | A Bag-of-Features approach to acoustic event detection. | Axel Plinge, Rene Grzeszick, Gernot A. Fink |
| 2014 | ICFHR | Improvements in Sub-character HMM Model Based Arabic Text Recognition. | Irfan Ahmad, Gernot A. Fink, Sabri A. Mahmoud |
| 2014 | ICFHR | Grouping Historical Postcards Using Query-by-Example Word Spotting. | Gernot A. Fink, Leonard Rothacker, Rene Grzeszick |
| 2013 | ICDAR | Novel Sub-character HMM Models for Arabic Text Recognition. | Irfan Ahmad, Leonard Rothacker, Gernot A. Fink, Sabri A. Mahmoud |
| 2013 | ICDAR | Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script. | Akmal Junaidi, Rene Grzeszick, Gernot A. Fink, Szilrd Vajda |
| 2013 | ICDAR | Bag-of-features HMMs for segmentation-free Bangla word spotting. | Leonard Rothacker, Gernot A. Fink, P. Banerjee, Ujjwal Bhattacharya, B. B. Chaudhuri |
| 2013 | ICDAR | Bag-of-Features HMMs for Segmentation-Free Word Spotting in Handwritten Documents. | Leonard Rothacker, Maral Rusiol, Gernot A. Fink |
| 2013 | ICIP | Bag-of-features representations using spatial visual vocabularies for object classification. | Rene Grzeszick, Leonard Rothacker, Gernot A. Fink |
| 2012 | DAS | Towards Semi-supervised Transcription of Handwritten Historical Weather Reports. | Jan Richarz, Szilrd Vajda, Gernot A. Fink |
| 2012 | ICFHR | KHATT: Arabic Offline Handwritten Text Database. | Sabri A. Mahmoud, Irfan Ahmad, Mohammad R. Alshayeb, Wasfi G. Al-Khatib, Mohammad Tanvir Parvez, Gernot A. Fink, Volker Mrgner, Haikal El Abed |
| 2012 | ICFHR | Annotating Handwritten Characters with Minimal Human Involvement in a Semi-supervised Learning Strategy. | Jan Richarz, Szilrd Vajda, Gernot A. Fink |
| 2012 | ICFHR | Bag-of-Features Representations for Offline Handwriting Recognition Applied to Arabic Script. | Leonard Rothacker, Szilrd Vajda, Gernot A. Fink |
| 2012 | ICPRAM | Sift-based Camera Localization using Reference Objects for Application in Multi-camera Environments and Robotics. | Hanno Jaspers, Boris Schauerte, Gernot A. Fink |
| 2011 | ICASSP | Multiple speaker tracking using a microphone array by combining auditory processing and a gaussian mixture cardinalized probability hypothesis density filter. | Axel Plinge, Daniel Hauschildt, Marius H. Hennecke, Gernot A. Fink |
| 2011 | ICDAR | A Semi-supervised Ensemble Learning Approach for Character Labeling with Minimal Human Effort. | Szilrd Vajda, Akmal Junaidi, Gernot A. Fink |
| 2011 | Interspeech | Unsupervised Geometry Calibration of Acoustic Sensor Networks Using Source Correspondences. | Joerg Schmalenstroeer, Florian Jacob, Reinhold Haeb-Umbach, Marius H. Hennecke, Gernot A. Fink |
| 2010 | DICTA | Web-Based Learning of Naturalized Color Models for Human-Machine Interaction. | Boris Schauerte, Gernot A. Fink |
| 2010 | ICFHR | Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models. | Gernot A. Fink, Szilrd Vajda, Ujjwal Bhattacharya, Swapan K. Parui, Bidyut B. Chaudhuri |
| 2010 | ICFHR | Strategies for Training Robust Neural Network Based Digit Recognizers on Unbalanced Data Sets. | Szilrd Vajda, Gernot A. Fink |
| 2010 | ICMI | Focusing computational visual attention in multi-modal human-robot interaction. | Boris Schauerte, Gernot A. Fink |
| 2010 | ICPR | Feature Representations for the Recognition of 3D Emblematic Gestures. | Jan Richarz, Gernot A. Fink |
| 2010 | ICPR | Exploring Pattern Selection Strategies for Fast Neural Network Training. | Szilrd Vajda, Gernot A. Fink |
| 2010 | IROS | Saliency-based identification and recognition of pointed-at objects. | Boris Schauerte, Jan Richarz, Gernot A. Fink |
| 2009 | CAIP | Face Detection Using GPU-Based Convolutional Neural Networks. | Fabian Nasse, Christian Thurau, Gernot A. Fink |
| 2009 | ICMI | Multi-modal and multi-camera attention in smart environments. | Boris Schauerte, Jan Richarz, Thomas Pltz, Christian Thurau, Gernot A. Fink |
| 2009 | ICVS | A Multi-modal Attention System for Smart Environments. | Boris Schauerte, Thomas Pltz, Gernot A. Fink |
| 2008 | ICPR | SVM ensemble classification of NMR spectra based on different configurations of data processing techniques. | Kai Lienemann, Thomas Pltz, Gernot A. Fink |
| 2008 | ICPR | Calibration-free camera hand-over for fast and reliable person tracking in multi-camera setups. | Birgit Mller, Thomas Pltz, Gernot A. Fink |
| 2008 | ICPR | Real-time detection and interpretation of 3D deictic gestures for interactionwith an intelligent environment. | Jan Richarz, Thomas Pltz, Gernot A. Fink |
| 2008 | SSPR | Automatic Classification of NMR Spectra by Ensembles of Local Experts. | Kai Lienemann, Thomas Pltz, Gernot A. Fink |
| 2007 | ICDAR | On the Use of Context-Dependent Modeling Units for HMM-Based Offline Handwriting Recognition. | Gernot A. Fink, Thomas Pltz |
| 2006 | ICPR | Automatic Detection of Song Changes in Music Mixes Using Stochastic Models. | Thomas Pltz, Gernot A. Fink, Peter Husemann, Sven Kanies, Kai Lienemann, Tobias Marschall, Marcel Martin, Lars Schillingmann, Matthias Steinrcken, Henner Sudek |
| 2005 | ICDAR | On Appearance-Based Feature Extraction Methods for Writer-Independent Handwritten Text Recognition. | Gernot A. Fink, Thomas Pltz |
| 2005 | Interspeech | Modality integration and dialog management for a robotic assistant. | Ioannis Toptsis, Axel Haasch, Sonja Hwel, Jannik Fritsch, Gernot A. Fink |
| 2004 | ICPR | Feature Extraction for Improved Profile HMM based Biological Sequence Analysis. | Thomas Pltz, Gernot A. Fink |
| 2004 | Interspeech | A multi-modal dialog system for a mobile robot. | Ioannis Toptsis, Shuyin Li, Britta Wrede, Gernot A. Fink |
| 2003 | GI | Architekturen situierter Kommunikatoren: Von Perzeption ber Kognition zum Lernen. | Gernot A. Fink, Jannik Fritsch, Nadine Lemann, Helge J. Ritter, Gerhard Sagerer, Jochen J. Steil, Ipke Wachsmuth |
| 2003 | ICDAR | Towards Automatic Video-based Whiteboard Reading. | Markus Wienecke, Gernot A. Fink, Gerhard Sagerer |
| 2003 | ICMI | Providing the basis for human-robot-interaction: a multi-modal attention system for a mobile robot. | Sebastian Lang, Marcus Kleinehagenbrock, Sascha Hohenner, Jannik Fritsch, Gernot A. Fink, Gerhard Sagerer |
| 2003 | Interspeech | Data-driven pronunciation modeling for ASR using acoustic subword units. | Thurid Spiess, Britta Wrede, Gernot A. Fink, Franz Kummert |
| 2002 | Interspeech | Robust time-synchronous environmental adaptation for continuous speech recognition systems. | Thomas Pltz, Gernot A. Fink |
| 2002 | Interspeech | Dynamic search-space pruning for time-constrained speech recognition. | Sascha Wendt, Gernot A. Fink, Franz Kummert |
| 2002 | IROS | Multi-modal human-machine communication for instructing robot grasping tasks. | Patrick C. McGuire, Jannik Fritsch, Jochen J. Steil, Frank Rthling, Gernot A. Fink, Sven Wachsmuth, Gerhard Sagerer, Helge J. Ritter |
| 2001 | ICDAR | Video-Based On-line Handwriting Recognition. | Gernot A. Fink, Markus Wienecke, Gerhard Sagerer |
| 2001 | Interspeech | Forward masking for increased robustness in automatic speech recognition. | Sascha Wendt, Gernot A. Fink, Franz Kummert |
| 2001 | Interspeech | An investigation of modelling aspects for ratedependent speech recognition. | Britta Wrede, Gernot A. Fink, Gerhard Sagerer |
| 2001 | ICVS | A Handwriting Recognition System Based on Visual Input. | Markus Wienecke, Gernot A. Fink, Gerhard Sagerer |
| 2000 | ICASSP | Conversational speech recognition using acoustic and articulatory input. | Katrin Kirchhoff, Gernot A. Fink, Gerhard Sagerer |
| 2000 | Interspeech | A hybrid speech recognizer combining HMMs and polynomial classification. | Franz Kummert, Gernot A. Fink, Gerhard Sagerer |
| 2000 | Interspeech | Grapheme based speech recognition for large vocabularies. | Christoph Schillo, Gernot A. Fink, Franz Kummert |
| 2000 | Interspeech | Influence of duration on static and dynamic properties of German vowels in spontaneous speech. | Britta Wrede, Gernot A. Fink, Gerhard Sagerer |
| 1999 | HCI | Integrated Recognition and Interpretation of Speech for a Construction Task Domain. | Hans Brandt-Pook, Gernot A. Fink, Sven Wachsmuth, Gerhard Sagerer |
| 1999 | Interspeech | A comparative study of HMM-based approaches for the automatic recognition of perceptually relevant aspects of spontaneous German speech melody. | Christel Brindpke, Gernot A. Fink, Franz Kummert |
| 1998 | ICPR | Hybrid object recognition in image sequences. | Franz Kummert, Gernot A. Fink, Gerhard Sagerer, Elke Braun |
| 1998 | Interspeech | A HMM-based recognition system for perceptive relevant pitch movements of spontaneous German speech. | Christel Brindpke, Gernot A. Fink, Franz Kummert, Gerhard Sagerer |
| 1996 | Interspeech | A robust dialogue system for making an appointment. | Hans Brandt-Pook, Gernot A. Fink, Bernd Hildebrandt, Franz Kummert, Gerhard Sagerer |
| 1996 | Interspeech | Incremental generation of word graphs. | Gerhard Sagerer, Heike Rautenstrauch, Gernot A. Fink, Bernd Hildebrandt, A. Jusek, Franz Kummert |
| 1995 | Interspeech | A flexible formal language for the orthographic transcription of spontaneous spoken dialogues. | Gernot A. Fink, Michaela Johanntokrax, Brigitte Schaffranietz |
| 1995 | Interspeech | Detection of unknown words and its evaluation. | A. Jusek, Gernot A. Fink, Franz Kummert, Heike Rautenstrauch, Gerhard Sagerer |
| 1995 | Interspeech | Generation of language models using the results of image analysis. | Uta Naeve, Gudrun Socher, Gernot A. Fink, Franz Kummert, Gerhard Sagerer |
| 1994 | Interspeech | A close high-level interaction scheme for recognition and interpretation of speech. | Gernot A. Fink, Franz Kummert, Gerhard Sagerer |
| 1994 | Interspeech | Understanding of time constituents in spoken language dialogues. | Bernd Hildebrandt, Gernot A. Fink, Franz Kummert, Gerhard Sagerer |
| 1993 | Interspeech | Robust interpretation of speech. | Gernot A. Fink, Franz Kummert, Gerhard Sagerer, Bernd Seestaedt |
| 1993 | Interspeech | Speech recognition using semantic hidden Markov networks. | Gernot A. Fink, Franz Kummert, Gerhard Sagerer, Ernst Gnter Schukat-Talamazzini |
| 1993 | Interspeech | Modeling of time constituents for speech understanding. | Bernd Hildebrandt, Gernot A. Fink, Franz Kummert, Gerhard Sagerer |
| 1992 | Interspeech | Semantic hidden Markov networks. | Gernot A. Fink, Franz Kummert, Gerhard Sagerer, Ernst Gnter Schukat-Talamazzini, Heinrich Niemann |