--- title: "Matthias Bethge — author profile and papers in our library" description: "Matthias Bethge, Tübingen AI Center: 3 papers on Elamur Research (2024–2025), h-index 63 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/matthias-bethge/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/matthias-bethge/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Matthias Bethge # Matthias Bethge Matthias Bethge has 3 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Ameya Prabhu](https://md.research.elamur.ai/free/en/authors/ameya-prabhu/), [Andreas Hochlehnert](https://md.research.elamur.ai/free/en/authors/andreas-hochlehnert/), [Vishaal Udandarao](https://md.research.elamur.ai/free/en/authors/vishaal-udandarao/). 3 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5061457780) · [ORCID](https://orcid.org/0000-0002-6417-7812) · [Wikidata](https://www.wikidata.org/wiki/Q57639595) · [**h-index 63**](https://openalex.org/authors/A5061457780) · [621 works](https://openalex.org/works?filter=author.id:A5061457780) · [33,584 citations](https://openalex.org/works?filter=author.id:A5061457780&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/matthias-bethge/#papers) · [🔗 Cited 446 times in our library](https://md.research.elamur.ai/free/en/authors/matthias-bethge/cited-by/) · [8 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9184](https://md.research.elamur.ai/free/en/paper-stars/page/92/#star-9184) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Matthias+Bethge) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Matthias+Bethge) · [dblp](https://dblp.org/search?q=Matthias+Bethge) · [ACL Anthology](https://aclanthology.org/search/?q=Matthias+Bethge) ## Affiliations [🎓**University of Tübingen** Tübingen · Germany 2009–2026 · 195 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-tubingen/) · [🎓**University of Lübeck** Lübeck · Germany 2014–2026 · 153 papers*current*](https://ror.org/00t3r8h32) · [🎓**Tübingen AI Center** Tübingen · Germany 2019–2026 · 40 papers*current*](https://md.research.elamur.ai/free/en/universities/tubingen-ai-center/) · [🔬**Max Planck Institute for Biological Cybernetics** Tübingen · Germany 1900–2022 · 166 papers](https://ror.org/026nmvv73) · [🔬**Max Planck Society** Munich · Germany 1900–2019 · 116 papers](https://md.research.elamur.ai/free/en/labs/max-planck-society/) · [🏛️**Bernstein Center for Computational Neuroscience Tübingen** Tübingen · Germany 2010–2024 · 65 papers](https://ror.org/03kfnwp54) · [🎓**Medizinische Hochschule Hannover** Hanover · Germany 2011–2016 · 31 papers](https://ror.org/00f2yqf98) · [🏥**Charité - Universitätsmedizin Berlin** Berlin · Germany 2008–2015 · 17 papers](https://md.research.elamur.ai/free/en/hospitals/charite-universitatsmedizin-berlin/) · [🎓**Baylor College of Medicine** Houston · United States 2018–2021 · 13 papers](https://ror.org/02pttbw34) · [🎓**University of Bremen** Bremen · Germany 1999–2019 · 10 papers](https://md.research.elamur.ai/free/en/universities/university-of-bremen/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 10 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 10 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Geometry and Topology · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/geometry-and-topology/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Artificial intelligence · 1 work](https://md.research.elamur.ai/free/en/concepts/artificial-intelligence/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/matthias-bethge/year/2025/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/matthias-bethge/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility](https://md.research.elamur.ai/free/en/papers/hochlehnert-2025-sober-look-progress-language-model/)** *(2025 · 36 citations)* Progress in mathematical reasoning for language models is often judged on small benchmarks under inconsistent evaluation setups. 2. **[CiteME: Can Language Models Accurately Cite Scientific Claims?](https://md.research.elamur.ai/free/en/papers/press-2024-citeme-language-models-accurately/)** *(2024 · 25 citations)* The paper asks whether language models can work as research assistants for citation attribution: given a passage from a paper with a masked reference, can the model name the cited work? The authors first audited existing citation-prediction datasets. 3. **[Wu's Method can Boost Symbolic AI to Rival Silver Medalists and AlphaGeometry to Outperform Gold Medalists at IMO Geometry](https://md.research.elamur.ai/free/en/papers/sinha-2024-wu-s-method-can-boost/)** *(2024 · 7 citations)* Automated proving of olympiad geometry is often treated as a milestone for machine reasoning. AlphaGeometry is a neuro-symbolic system trained on 100 million synthetic proofs. It solved 25 of the 30 problems in the IMO-AG-30 benchmark, while the Wu's method baseline reported alongside it managed only ten. The authors… ## All works 11 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[Image Style Transfer Using Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2016.265) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Leon A. Gatys, Alexander S. Ecker, Matthias Bethge*2016 · 5,947 citations* 2. **[Shortcut Learning in Deep Neural Networks ↗](https://doi.org/10.1038/s42256-020-00257-z) arXiv:2004.07780 · no summary yet**Robert Geirhos et al.*2020 · 2,366 citations* 3. **[Controlling Perceptual Factors in Neural Style Transfer ↗](https://doi.org/10.1109/cvpr.2017.397) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Leon A. Gatys et al.*2017 · 495 citations* 4. **[Excessive Invariance Causes Adversarial Vulnerability ↗](https://arxiv.org/abs/1811.00401) arXiv (Cornell University) · no summary yet**Jörn-Henrik Jacobsen et al.*2018 · 65 citations* 5. [**A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility arXiv:2504.07086**Andreas Hochlehnert, Hardik Bhatnagar, Vishaal Udandarao, et al.*2025 · 36 citations*](https://md.research.elamur.ai/free/en/papers/hochlehnert-2025-sober-look-progress-language-model/) 6. **[CiteME: Can Language Models Accurately Cite Scientific Claims?](https://md.research.elamur.ai/free/en/papers/press-2024-citeme-language-models-accurately/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Ori Press, Andreas Hochlehnert, Ameya Prabhu, et al.*2024 · 25 citations* 7. [**Wu's Method can Boost Symbolic AI to Rival Silver Medalists and AlphaGeometry to Outperform Gold Medalists at IMO Geometry arXiv:2404.06405**Shiven Sinha, Ameya Prabhu, Ponnurangam Kumaraguru, et al.*2024 · 7 citations*](https://md.research.elamur.ai/free/en/papers/sinha-2024-wu-s-method-can-boost/) 8. **[A Practitioner's Guide to Continual Multimodal Pretraining ↗](https://arxiv.org/abs/2408.14471) arXiv (Cornell University) · no summary yet**Karsten Roth et al.*2024 · 4 citations* 9. **[A Practitioner's Guide to Real-World Continual Multimodal Pretraining ↗](https://doi.org/10.52202/079017-4252) neural information processing systems · no summary yet**Vishaal Udandarao et al.*2024 · 4 citations* 10. **[Disentanglement and Generalization Under Correlation Shifts ↗](https://arxiv.org/abs/2112.14754) arXiv (Cornell University) · no summary yet**Christina M. Funke et al.*2021 · 1 citation* 11. **[Unintended cue learning: Lessons for deep learning from experimental psychology ↗](https://doi.org/10.1167/jov.20.11.652) Journal of Vision · no summary yet**Robert Geirhos et al.*2020 · 1 citation* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Ameya Prabhu](https://md.research.elamur.ai/free/en/authors/ameya-prabhu/) ×3 - [Andreas Hochlehnert](https://md.research.elamur.ai/free/en/authors/andreas-hochlehnert/) ×2 - [Vishaal Udandarao](https://md.research.elamur.ai/free/en/authors/vishaal-udandarao/) ×2 - [Ofir Press](https://md.research.elamur.ai/free/en/authors/ofir-press/) - [Ponnurangam Kumaraguru](https://md.research.elamur.ai/free/en/authors/ponnurangam-kumaraguru/) - [Samuel Albanie](https://md.research.elamur.ai/free/en/authors/samuel-albanie/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2 - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) - Journal of Vision - neural information processing systems ## Cited by Papers of our library cite their works 446 times (of the 149,439 papers whose bibliographies we read); [72 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/matthias-bethge/cited-by/). Updated 3 November 2026