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Enhancing appearance-based robot localization using sparse disparity maps

Josep Porta , Jakob Verbeek , Ben Krose
IEEE/RSJ International Conference on Intelligent Robots & Systems (IROS '03), Oct 2003, Las Vegas, United States. pp.980 - 985, ⟨10.1109/IROS.2003.1250755⟩
Conference papers inria-00321488v2
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A soft k-segments algorithm for principal curves

Jakob Verbeek , Nikos Vlassis , Ben Krose
International Conference on Artificial Neural Networks, Aug 2001, Vienna, Austria. pp.450-456, ⟨10.1007/3-540-44668-0_63⟩
Conference papers inria-00321506v1
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Rodent behavior annotation from video

Jakob Verbeek
[Technical Report] IAS-UVA-05-02, University of Amsterdam. 2005, pp.18
Reports inria-00548500v1
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Multiple instance metric learning from automatically labeled bags of faces

Matthieu Guillaumin , Jakob Verbeek , Cordelia Schmid
ECCV 2010 - European Conference on Computer Vision, Sep 2010, Heraklion, Greece. pp.634-647, ⟨10.1007/978-3-642-15549-9_46⟩
Conference papers inria-00548639v1
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Multimodal semi-supervised learning for image classification

Matthieu Guillaumin , Jakob Verbeek , Cordelia Schmid
CVPR 2010 - 23rd IEEE Conference on Computer Vision & Pattern Recognition, Jun 2010, San Francisco, United States. pp.902-909, ⟨10.1109/CVPR.2010.5540120⟩
Conference papers inria-00548640v1
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Frankenstein: Learning Deep Face Representations using Small Data

Guosheng Hu , Xiaojiang Peng , Yongxin Yang , Timothy Hospedales , Jakob Verbeek
IEEE Transactions on Image Processing, 2018, 27 (1), pp.293-303. ⟨10.1109/TIP.2017.2756450⟩
Journal articles hal-01306168v2
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Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction

Maha Elbayad , Laurent Besacier , Jakob Verbeek
CoNLL 2018 - Conference on Computational Natural Language Learning, Oct 2018, Brussels, Belgium. pp.97-107
Conference papers hal-01851612v3
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Action and Event Recognition with Fisher Vectors on a Compact Feature Set

Dan Oneata , Jakob Verbeek , Cordelia Schmid
ICCV - IEEE International Conference on Computer Vision, Dec 2013, Sydney, Australia. pp.1817-1824, ⟨10.1109/ICCV.2013.228⟩
Conference papers hal-00873662v2
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Modeling Spatial Layout with Fisher Vectors for Image Categorization

Josip Krapac , Jakob Verbeek , Frédéric Jurie
ICCV 2011 - International Conference on Computer Vision, Nov 2011, Barcelona, Spain. pp.1487-1494, ⟨10.1109/ICCV.2011.6126406⟩
Conference papers inria-00612277v2
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Category level object segmentation by combining bag-of-words models with Dirichlet processes and random fields

Diane Larlus , Jakob Verbeek , Frédéric Jurie
International Journal of Computer Vision, 2010, 88 (2), pp.238-253. ⟨10.1007/s11263-009-0245-x⟩
Journal articles inria-00439303v2
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Token-level and sequence-level loss smoothing for RNN language models

Maha Elbayad , Laurent Besacier , Jakob Verbeek
ACL - 56th Annual Meeting of the Association for Computational Linguistics, Jul 2018, Melbourne, Australia. pp.2094-2103
Conference papers hal-01790879v1
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Distilled Hierarchical Neural Ensembles with Adaptive Inference Cost

Adrià Ruiz , Jakob Verbeek
2020
Preprints, Working Papers, ... hal-02500660v1
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Adaptative Inference Cost With Convolutional Neural Mixture Models

Adrià Ruiz , Jakob Verbeek
ICCV 2019 - International Conference on Computer Vision, Oct 2019, Seoul, South Korea. pp.1872-1881, ⟨10.1109/ICCV.2019.00196⟩
Conference papers hal-02267564v1
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Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets

Thomas Mensink , Jakob Verbeek , Florent Perronnin , Gabriela Csurka
Farinella, Giovanni Maria and Battiato, Sebastiano and Cipolla, Roberto. Advanced Topics in Computer Vision, Springer, pp.243-276, 2013, 978-1-4471-5519-5. ⟨10.1007/978-1-4471-5520-1_9⟩
Book sections hal-00949416v1
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Auxiliary Guided Autoregressive Variational Autoencoders

Thomas Lucas , Jakob Verbeek
ECML-PKDD 2018 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2018, Dublin, Ireland. pp.443-458, ⟨10.1007/978-3-030-10925-7_27⟩
Conference papers hal-01652881v2
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Mixed batches and symmetric discriminators for GAN training

Thomas Lucas , Corentin Tallec , Jakob Verbeek , Yann Ollivier
ICML - 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.2844-2853
Conference papers hal-01791126v2
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The INRIA-LIM-VocR and AXES submissions to Trecvid 2014 Multimedia Event Detection

Matthijs Douze , Dan Oneata , Mattis Paulin , Clément Leray , Nicolas Chesneau , et al.
2014
Other publications hal-01089916v2
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A robust and efficient video representation for action recognition

Heng Wang , Dan Oneata , Jakob Verbeek , Cordelia Schmid
International Journal of Computer Vision, 2016, 119 (3), pp.219-238. ⟨10.1007/s11263-015-0846-5⟩
Journal articles hal-01145834v1
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Ranking user-annotated images for multiple query terms

Moray Allan , Jakob Verbeek
BMVC 2009 - British Machine Vision Conference, Sep 2009, London, United Kingdom. pp.20.1-20.10, ⟨10.5244/C.23.20⟩
Conference papers inria-00439278v2
Image document

A k-segments algorithm for finding principal curves

Jakob Verbeek , Nikos Vlassis , Ben Krose
Pattern Recognition Letters, 2002, 23 (8), pp.1009--1017. ⟨10.1016/S0167-8655(02)00032-6⟩
Journal articles inria-00321497v1
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Coordinating principal component analyzers

Jakob Verbeek , Nikos Vlassis , Ben Krose
International Conference on Artificial Neural Networks (ICANN '02), Aug 2002, Madrid, Spain. ⟨10.1007/3-540-46084-5_148⟩
Conference papers inria-00321498v1
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Using a sample-dependent coding scheme for two-part MDL

Jakob Verbeek
Machine Learning & Applications (ACAI '99), The Hellenic Artificial Intelligence Society (ΕΕΤΝ), Jul 1999, Chania, Greece
Conference papers inria-00321522v1
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Gaussian fields for semi-supervised regression and correspondence learning

Jakob Verbeek , Nikos Vlassis
Pattern Recognition, 2006, 39, pp.1864 - 1875. ⟨10.1016/j.patcog.2006.04.011⟩
Journal articles inria-00321133v1
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LEAR and XRCE's participation to Visual Concept Detection Task - ImageCLEF 2010

Thomas Mensink , Gabriela Csurka , Florent Perronnin , Jorge Sánchez , Jakob Verbeek
ImageCLEF - Workshop Cross Language Image Retrieval, Sep 2010, Padua, Italy. pp.48
Conference papers inria-00548633v1
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Region-Based Image Classification with a Latent SVM Model

Oksana Yakhnenko , Jakob Verbeek , Cordelia Schmid
[Research Report] RR-7665, INRIA. 2011
Reports inria-00605344v1
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Adaptive Density Estimation for Generative Models

Thomas Lucas , Konstantin Shmelkov , Cordelia Schmid , Karteek Alahari , Jakob Verbeek
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. pp.11993-12003
Conference papers hal-01886285v5
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Areas of Attention for Image Captioning

Marco Pedersoli , Thomas Lucas , Cordelia Schmid , Jakob Verbeek
ICCV - International Conference on Computer Vision, Oct 2017, Venice, Italy. pp.1251-1259, ⟨10.1109/ICCV.2017.140⟩
Conference papers hal-01428963v2
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Region Classification with Markov Field Aspect Models

Jakob Verbeek , William Triggs
CVPR 2007 - IEEE Conference on Computer Vision & Pattern Recognition, Jun 2007, Minneapolis, United States. pp.1-8, ⟨10.1109/CVPR.2007.383098⟩
Conference papers inria-00321129v2
Image document

Learning Color Names from Real-World Images

Joost van de Weijer , Cordelia Schmid , Jakob Verbeek
CVPR 2007 - IEEE Conference on Computer Vision & Pattern Recognition, Jun 2007, Minneapolis, United States. pp.1-8, ⟨10.1109/CVPR.2007.383218⟩
Conference papers inria-00321127v2
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Non-linear feature extraction by the coordination of mixture models

Jakob Verbeek , Nikos Vlassis , Ben Krose
9th Annual Conference of the Advanced School for Computing and Imaging (ASCI '03), Jun 2003, Heijen, Netherlands. pp.287--293
Conference papers inria-00321490v2