Jakob Verbeek
Since January 2020 I'm a research scientist at Facebook AI Research in Paris.Before that, I was a senior researcher at Inria Grenoble working on machine learning and computer vision in the Thoth research team.
Publications
On Google Scholar, arXiv, HAL, DBLP, Semantic Scholar (incomplete)Some recent papers
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- Three Things Everyone Should Know About Vision Transformers
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- Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou
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- European Conference on Computer Vision, Oct 2022, TEL AVIV, Israel. pp.497-515, ⟨10.1007/978-3-031-20053-3_29⟩
- Accès au bibtex
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- titre
- ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training
- auteur
- Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Gautier Izacard, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Herve Jegou
- article
- IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, pp.1-9. ⟨10.1109/TPAMI.2022.3206148⟩
- Accès au bibtex
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- titre
- DiffEdit: Diffusion-based Semantic Image Editing with Mask Guidance
- auteur
- Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord
- article
- ICLR 2023 (Eleventh International Conference on Learning Representations ), ICLR, May 2023, Kigali, Rwanda
- Accès au texte intégral et bibtex
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- titre
- FlexIT: Towards Flexible Semantic Image Translation
- auteur
- Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord
- article
- 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022, New Orleans, United States. pp.18249-18258, ⟨10.1109/CVPR52688.2022.01773⟩
- Accès au texte intégral et bibtex
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