Dirk Weissenborn
Dirk Weissenborn has 2 papers in our library, in 2017–2020, most of them on Question answering; often with Alexander Kolesnikov, Georg Heigold, Jakob Uszkoreit.
OpenAlex · h-index 19 · 36 works · 23,921 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2,618 times in our library · 5 more in our library without a page yet · ⭐ Paper Stars ranking: #101
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Question answering · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Transformer and attention · 1 work
Works by year
2020s
2010s
Papers
- An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (2020 · 23,726 citations)
In 2020, image recognition still relied mainly on convolutional networks. Earlier efforts to use self-attention in vision either kept a CNN backbone or used custom attention patterns that ran slowly on modern accelerators. The authors ask whether an almost unchanged NLP-style Transformer encoder can classify images… - Making Neural QA as Simple as Possible but not Simpler (2017 · 122 citations)
Large extractive QA datasets such as SQuAD and NewsQA prompted many neural reading models. These models grew steadily more elaborate, especially in their layers for word-by-word interaction between question and context, yet they were seldom compared against a strong simple baseline. Weissenborn, Wiese and Seiffe…
All works
- An Image is Worth 16x16 Words: Transformers for Image Recognition at ScalearXiv:2010.11929Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, et al.2020 · 23,726 citations
- Object-Centric Learning with Slot Attention ↗arXiv (Cornell University) · no summary yetFrancesco Locatello et al.2020 · 255 citations
- Neural Domain Adaptation for Biomedical Question Answering ↗Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yetGeorg Wiese, Dirk Weissenborn, Mariana Neves2017 · 138 citations
- Making Neural QA as Simple as Possible but not SimplerarXiv:1703.04816Dirk Weissenborn, Georg Wiese, Laura Seiffe2017 · 122 citations
- Differentiable Patch Selection for Image Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJean-Baptiste Cordonnier et al.2021 · 110 citations
- Scaling Autoregressive Video Models ↗arXiv (Cornell University) · no summary yetDirk Weissenborn, Oscar Täckström, Jakob Uszkoreit2019 · 35 citations
- Contextualized Role Interaction for Neural Machine Translation ↗no summary yetDirk Weissenborn et al.2018 · 2 citations
Co-authors here
- Alexander Kolesnikov
- Georg Heigold
- Jakob Uszkoreit
- Lucas Beyer
- Mostafa Dehghani
- Neil Houlsby
- Thomas Unterthiner
- Xiaohua Zhai
Venues
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017)
Cited by
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