Tim Strohmeyer

I am a Ph.D. student at ETH Zürich in the Computer Vision Lab led by Prof. Dr. Ender Konukoglu, and a Pre-Doctoral Researcher at IBM Research – Zurich with Dr. Peter W. J. Staar in the AI for Knowledge group.

My research focuses on multimodal machine learning for document understanding. I work within the Docling Team, focusing on Vision-Language Models for document parsing and chemical structure extraction. I hold a M.Sc. in Robotics, Cognition, Intelligence from TU Munich.

CV IBM Research Scholar Github LinkedIn

Computer Vision Machine Learning Vision-Language Models Document AI OCR Chemical Structure Recognition

Publications

MarkushGrapher-2: End-to-end Multimodal Recognition of Chemical Structures (CVPR 2026) First author
Tim Strohmeyer, Lucas Morin, Gerhard Ingmar Meijer, Valery Weber, Ahmed Nassar, Peter W. J. Staar
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026, pp. 31176-31185

Project Page / Paper / Poster / Video / Code / Model / Data /

@InProceedings{Strohmeyer_2026_CVPR,
    author    = {Strohmeyer, Tim and Morin, Lucas and Meijer, Gerhard Ingmar and Weber, Valery and Nassar, Ahmed and Staar, Peter},
    title     = {MarkushGrapher-2: End-to-end Multimodal Recognition of Chemical Structures},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2026},
    pages     = {31176-31185}
}

ICDAR 2026

Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images (ICDAR 2026)
Said Gürbüz, Ahmed Nassar, Christoph Auer, Maxim Lysak, Lucas Morin, Matteo Omenetti, Tim Strohmeyer, Panos Vagenas, Nikos Livathinos, Michele Dolfi, Peter Staar
IAPR International Conference on Document Analysis and Recognition (ICDAR), 2026

Paper /

@InProceedings{Gurbuz_2026_ICDAR,
    author    = {G\"urb\"uz, Said and Nassar, Ahmed and Auer, Christoph and Lysak, Maxim and Morin, Lucas and Omenetti, Matteo and Strohmeyer, Tim and Vagenas, Panos and Livathinos, Nikos and Dolfi, Michele and Staar, Peter},
    title     = {Identify, Locate, Link: End-to-End Key-Value Extraction from Document Images},
    booktitle = {IAPR International Conference on Document Analysis and Recognition (ICDAR)},
    year      = {2026}
}

Docling layout analysis project thumbnail

Advanced Layout Analysis Models for Docling
Nikolaos Livathinos, Christoph Auer, Ahmed Nassar, Rafael Teixeira de Lima, Maksym Lysak, Brown Ebouky, Cesar Berrospi, Michele Dolfi, Panagiotis Vagenas, Matteo Omenetti, Kasper Dinkla, Yusik Kim, Valery Weber, Lucas Morin, Ingmar Meijer, Viktor Kuropiatnyk, Tim Strohmeyer, A. Said Gurbuz, Peter W. J. Staar
arXiv preprint arXiv:2509.11720, 2025

Paper / PDF /

@misc{livathinos2025advancedlayoutanalysismodels,
    title         = {Advanced Layout Analysis Models for Docling},
    author        = {Nikolaos Livathinos and Christoph Auer and Ahmed Nassar and Rafael Teixeira de Lima and Maksym Lysak and Brown Ebouky and Cesar Berrospi and Michele Dolfi and Panagiotis Vagenas and Matteo Omenetti and Kasper Dinkla and Yusik Kim and Valery Weber and Lucas Morin and Ingmar Meijer and Viktor Kuropiatnyk and Tim Strohmeyer and A. Said Gurbuz and Peter W. J. Staar},
    year          = {2025},
    eprint        = {2509.11720},
    archivePrefix = {arXiv},
    primaryClass  = {cs.CV},
    url           = {https://arxiv.org/abs/2509.11720}
}