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

Publications HAL de verbeek de cordelia,schmid;jakob,verbeek;matthijs,douze;zaid,harchaoui;thomas,mensink;remi,ronfard;laurent,zwald;frederic,jurie;roger,mohr du labo/EPI 2398;44942
titre
Three Things Everyone Should Know About Vision Transformers
auteur
Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou
article
European Conference on Computer Vision, Oct 2022, TEL AVIV, Israel. pp.497-515, ⟨10.1007/978-3-031-20053-3_29⟩
Accès au bibtex
https://arxiv.org/pdf/2203.09795 BibTex
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
https://arxiv.org/pdf/2105.03404 BibTex
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
https://hal.science/hal-03957480/file/DiffEdit_camera_ready_25jan.pdf BibTex
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
https://hal.science/hal-03957476/file/flexit_arxiv_24jan_2023.pdf BibTex

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