@inproceedings{Wolf2025-CMA,
link = {https://arxiv.org/abs/2505.04214},
note = {To appear},
year = {2025},
address = {Wuhan, China},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{{CM1 - A Dataset for Evaluating Few-Shot Information Extraction with Large Vision Language Models}}},
author = {Fabian Wolf AND Oliver Tüselmann AND Arthur Matei AND Lukas Hennies AND Christoph Rass AND Gernot A. Fink}
}
@article{Tueselmann2024-EVB,
year = {2024},
note = {to appear},
journal = {ARCHIV. theorie \& praxis},
title = {{{Einfluss von Bildformaten auf die KI-basierte Analyse von digitalisierten Dokumentbest{\"a}nden (The influence of image formats on the AI-based analysis of digitized document collections)}}},
author = {Oliver T{\"u}selmann AND Fabian Wolf AND Tim Raven AND Gernot A. Fink}
}
@article{Wolf2024-SWR,
link = {https://doi.org/10.1007/s10032-024-00484-9},
doi = {10.1007/s10032-024-00484-9},
issn = {1433-2825},
year = {2024},
journal = {Int. Journal on Document Analysis and Recognition},
title = {{Self-training for handwritten word recognition and retrieval}},
author = {Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2024-WSI,
address = {Salt Lake City, UT, USA},
year = {2024},
title = {{Weakly Supervised Information Extraction from Semi-Structured Document Images}},
booktitle = {Family History Technology Workshop},
author = {Fabian Wolf Oliver Tueselmann AND Gernot A. Fink}
}
@misc{Kuentzel2024-EVM,
year = {2024},
month = {10},
howpublished = {Workshop (invited) at the
Interner Archivtag 2024, Gelsenkirchen},
title = {{Erschlie{\ss}ung von Massenakten mit KI? --
Oder sind gro{\ss}e multi-modale Sprachmodelle die zuk{\"u}nftigen Werkzeuge der Tiefenerschlie{\ss}ung?
(Deep Indexing of Bulk Files with AI? --
Or are Large Multi-Modal Language-Models the Future Tools of Deep Indexing?)}},
author = {Astrid K{\"u}ntzel AND Gernot A. Fink AND Oliver T{\"u}selmann AND Fabian Wolf}
}
@inproceedings{Tueselmann-RQA,
pages = {259--273},
address = {Hyderabad, India},
year = {2022},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{{Recognition-free Question Answering on Handwritten Document Collections}}},
author = {Oliver Tueselmann AND Friedrich Mueller AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2022-STH,
address = {Montreal, Canada},
pages = {3885--3892},
year = {2022},
booktitle = {Proc. Int. Conf. on Pattern Recognition},
title = {{{Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation}}},
author = {Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2022-CSM,
address = {Hyderabad, India},
year = {2022},
pages = {300--315},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
title = {{{Combining Self-Training and Minimal Annotations for Handwritten Word Recognition}}},
author = {Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Tueselmann2021-AEE,
year = {2021},
pages = {808--822},
volume = {12822},
series = {Lecture Notes in Computer Science},
address = {Lausanne, Switzerland},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{{Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?}}},
author = {Oliver Tueselmann AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2021-GCN,
year = {2021},
pages = {50--64},
volume = {12821},
series = {Lecture Notes in Computer Science},
address = {Lausanne, Switzerland},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{{Graph Convolutional Neural Networks for Learning Attribute Representations for Word Spotting}}},
author = {Fabian Wolf AND Andreas Fischer AND Gernot A. Fink}
}
@article{Rothacker2020-AWS,
publisher = {World Scientific},
number = {4},
volume = {35},
pages = {2153001},
year = {2020},
journal = {Int. Journal of Pattern Recognition and Artificial Intelligence},
title = {{Annotation-free Word Spotting with Bag-of-Features HMMs}},
author = {Leonard Rothacker AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Tueselmann2020-IHW,
publisher = {{IEEE}},
pages = {55--60},
address = {Dortmund, Germany (virtual)},
year = {2020},
title = {{Identifying and Tackling Key Challenges in Semantic Word Spotting}},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
author = {Oliver Tueselmann AND Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2020-AFL,
note = {Winner of the Nakano Best Paper Award},
pages = {293--308},
volume = {12116},
series = {Lecture Notes in Computer Science},
month = {July},
address = {Wuhan, China (virtual)},
year = {2020},
title = {{Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling}},
booktitle = {Proc. Int. Workshop on Document Analysis Systems},
author = {Fabian Wolf AND Gernot A. Fink}
}
@inproceedings{Wolf2020-IHW,
publisher = {{IEEE}},
pages = {61--66},
address = {Dortmund, Germany (virtual)},
year = {2020},
title = {{Improving Handwritten Word Synthesis for Annotation-free Word Spotting}},
booktitle = {Proc. Int. Conf. on Frontiers in Handwriting Recognition},
author = {Fabian Wolf AND Kai Brandenbusch AND Gernot A. Fink}
}
@inproceedings{Wolf2019-ECM,
year = {2019},
address = {Sydney, Australia},
booktitle = {Proc. Int. Conf. on Document Analysis and Recognition},
title = {{{Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets}}},
author = {Fabian Wolf AND Philipp Oberdiek AND Gernot A. Fink}
}