Author

Jakob Jozef Verbeek

Observed names: J. J. Verbeek, J. Verbeek, J.J. Verbeek, Jakob J. Verbeek, Jakob Verbeek, Jakob Verbeek Gabriela Csurka, VERBEEK, Jakob, Verbeek Jakob, Verbeek, J., Verbeek, J.J., Verbeek, Jakob

Institution: New York University

Observed institutions: Institut polytechnique de Grenoble, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Valeo (France), Meta (Israel), Sorbonne Université, Centre Inria de l'Université Grenoble Alpes, Laboratoire d'Informatique de Grenoble, Meta (United Kingdom), Meta (United States), John Wiley & Sons (United States), Institut Néel, Laboratoire Jean Kuntzmann, THOTH: Apprentissage de modèles visuels à partir de données massives, New York University, Eindhoven University of Technology, University of Amsterdam, Université Grenoble Alpes, KU Leuven

ORCID: 0000-0003-1419-1816

Observed ORCID: 0000-0003-1419-1816

OpenAlex ID: A5040312210

The global k-means clustering algorithm

2002 · Aristidis Likas, Nikos Vlassis, et al. · Pattern Recognition · 3,870

Image Classification with the Fisher Vector: Theory and Practice

2013 · Jorge Sánchez, Florent Perronnin, et al. · International Journal of Computer Vision · 1,535

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ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training

2022 · Hugo Touvron, Piotr Bojanowski, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 934

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Semantic Segmentation using Adversarial Networks

2016 · Luc, Pauline, Couprie, Camille, et al. · arXiv (Cornell University) · 768

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Is that you? Metric learning approaches for face identification

2009 · Matthieu Guillaumin, Jakob Verbeek, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 767

Learning Color Names for Real-World Applications

2009 · J. van de Weijer, C. Schmid, et al. · IEEE Transactions on Image Processing · 724

TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation

2009 · Matthieu Guillaumin, Thomas Mensink, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 680

DiffEdit: Diffusion-based semantic image editing with mask guidance

2022 · Couairon, Guillaume, Verbeek, Jakob, et al. · arXiv (Cornell University) · 506

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Multimodal semi-supervised learning for image classification

2010 · Matthieu Guillaumin, Jakob Verbeek, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 437

Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

2013 · T. Mensink, J. Verbeek, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 434

Weakly Supervised Object Localization with Multi-Fold Multiple Instance Learning

2016 · Ramazan Gokberk Cinbis, Jakob Verbeek, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 423

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Action and Event Recognition with Fisher Vectors on a Compact Feature Set

2013 · Dan Oneata, Jakob Verbeek, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 384

FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis

2018 · Nitika Verma, Edmond Boyer, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 343

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Efficient Greedy Learning of Gaussian Mixture Models

2003 · J. J. Verbeek, N. Vlassis, et al. · Neural Computation · 340

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A Robust and Efficient Video Representation for Action Recognition

2015 · Heng Wang, Dan Oneata, et al. · International Journal of Computer Vision · 322

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XCiT: Cross-Covariance Image Transformers

2021 · El-Nouby, Alaaeldin, Touvron, Hugo, et al. · arXiv (Cornell University) · 316

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Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost

2012 · Thomas Mensink, Jakob Verbeek, et al. · Lecture notes in computer science · 282

Predicting Deeper into the Future of Semantic Segmentation

2017 · Pauline Luc, Natalia Neverova, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 255

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XCiT: Cross-Covariance Image Transformers

2021 · Alaaeldin Ali, Hugo Touvron, et al. · arXiv (Cornell University) · 242

Accurate Image Search Using the Contextual Dissimilarity Measure

2008 · H. Jegou, C. Schmid, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 220

Multi-fold MIL Training for Weakly Supervised Object Localization

2014 · Ramazan Gokberk Cinbis, Jakob Verbeek, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 219

Areas of Attention for Image Captioning

2017 · Marco Pedersoli, Thomas Lucas, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 212

Learning Color Names from Real-World Images

2007 · Joost van de Weijer, Cordelia Schmid, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 194

Region Classification with Markov Field Aspect Models

2007 · Jakob Verbeek, Bill Triggs · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 192

Spatio-temporal Object Detection Proposals

2014 · Dan Oneata, Jerome Revaud, et al. · Lecture notes in computer science · 191

Works count: 272

Citation count: 19,430

H-index: 54

I10-index: 108