Jakob Verbeek

I am a senior researcher at Inria Grenoble working on machine learning and computer vision in the Thoth research team.

Since January 2020 I'm with Facebook AI Research in Paris.

Open position

We're looking for outstanding candidates for a 16 weeks internship (spring/summer 2020) and potential follow-up PhD program (fall 2020-2023) on generative image models at Facebook AI Research, Paris.

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
Distilled Hierarchical Neural Ensembles with Adaptive Inference Cost
auteur
Adrià Ruiz, Jakob Verbeek
article
2020
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02500660/file/Distilled_Hierarchical_Neural_Ensembles_with_Adaptive_Inference_Cost__Arxiv_.pdf BibTex
titre
Adaptive Density Estimation for Generative Models
auteur
Thomas Lucas, Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari, Jakob Verbeek
article
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. pp.11993-12003
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01886285/file/main.pdf BibTex
titre
Hierarchical Scene Coordinate Classification and Regression for Visual Localization
auteur
Xiaotian Li, Shuzhe Wang, Yi Zhao, Jakob Verbeek, Juho Kannala
article
CVPR - IEEE Conference on Computer Vision & Pattern Recognition, 2020, Seattle, United States
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02384675/file/Li19Hierarchical.pdf BibTex
titre
Probabilistic Reconstruction Networks for 3D Shape Inference from a Single Image
auteur
Roman Klokov, Jakob Verbeek, Edmond Boyer
article
BMVC 2019 - British Machine Vision Conference, Sep 2019, Cardiff, United Kingdom. pp.1-15
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02268466/file/PRN_BMVC19.pdf BibTex

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