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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
Communication dans un congrès hal-01791126v2
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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⟩
Communication dans un congrès hal-01652881v2
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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⟩
Article dans une revue hal-01145834v1
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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
Autre publication scientifique hal-01089916v2
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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
Communication dans un congrès inria-00548633v1
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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⟩
Communication dans un congrès hal-02267564v1
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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
Rapport inria-00605344v1
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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⟩
Chapitre d'ouvrage hal-00949416v1
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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⟩
Communication dans un congrès inria-00439278v2
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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
Communication dans un congrès hal-01851612v3
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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⟩
Article dans une revue hal-01306168v2
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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
Communication dans un congrès hal-01790879v1
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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⟩
Communication dans un congrès inria-00548640v1
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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⟩
Article dans une revue inria-00439303v2
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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⟩
Communication dans un congrès inria-00548639v1
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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⟩
Communication dans un congrès hal-00873662v2
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Distilled Hierarchical Neural Ensembles with Adaptive Inference Cost

 Adrià Ruiz , Jakob Verbeek
2020
Pré-publication, Document de travail hal-02500660v1
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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⟩
Communication dans un congrès inria-00612277v2
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Face recognition from caption-based supervision

 Matthieu Guillaumin , Thomas Mensink , Jakob Verbeek , Cordelia Schmid
International Journal of Computer Vision, 2012, 96 (1), pp.64-82. ⟨10.1007/s11263-011-0447-x⟩
Article dans une revue inria-00585834v1
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Improving People Search Using Query Expansions: How Friends Help To Find People

 Thomas Mensink , Jakob Verbeek
ECCV 2008 - 10th European Conference on Computer Vision, Oct 2008, Marseille, France. pp.86-99, ⟨10.1007/978-3-540-88688-4_7⟩
Communication dans un congrès inria-00321045v2
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Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning

 Ramazan Gokberk Cinbis , Jakob Verbeek , Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017, 39 (1), pp.189-203. ⟨10.1109/TPAMI.2016.2535231⟩
Article dans une revue hal-01123482v3
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Machine learning solutions to visual recognition problems

 Jakob Verbeek
Computer Vision and Pattern Recognition [cs.CV]. Grenoble 1 UGA - Université Grenoble Alpes, 2016
HDR tel-01343391v1
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Efficient Action Localization with Approximately Normalized Fisher Vectors

 Dan Oneata , Jakob Verbeek , Cordelia Schmid
CVPR - IEEE Conference on Computer Vision & Pattern Recognition, Jun 2014, Columbus, OH, United States. pp.2545-2552, ⟨10.1109/CVPR.2014.326⟩
Communication dans un congrès hal-00979594v2
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Approximate Fisher Kernels of non-iid Image Models for Image Categorization

 Ramazan Gokberk Cinbis , Jakob Verbeek , Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 38 (6), pp.1084-1098. ⟨10.1109/TPAMI.2015.2484342⟩
Article dans une revue hal-01211201v1
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Sparse weakly supervised models for object localization in road environment

 Valentina Zadrija , Josip Krapac , Siniša Šegvić , Jakob Verbeek
Computer Vision and Image Understanding, 2018, 176-177, pp.9-21. ⟨10.1016/j.cviu.2018.10.004⟩
Article dans une revue hal-01900418v1
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Using High-Level Visual Information for Color Constancy

 Joost van de Weijer , Cordelia Schmid , Jakob Verbeek
ICCV 2007 - IEEE 11th International Conference on Computer Vision, Oct 2007, Rio de Janeiro, Brazil. pp.1-8, ⟨10.1109/ICCV.2007.4409109⟩
Communication dans un congrès inria-00321125v2
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Guided Distillation for Semi-Supervised Instance Segmentation

 Tariq Berrada , Camille Couprie , Karteek Alahari , Jakob Verbeek
WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2024, Waikola, Hawaii, United States. pp.1-11
Communication dans un congrès hal-04341872v1
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Joint Future Semantic and Instance Segmentation Prediction

 Camille Couprie , Pauline Luc , Jakob Verbeek
ECCV Workshop on Anticipating Human Behavior, Sep 2018, Munich, Germany. pp.154-168, ⟨10.1007/978-3-030-11015-4_14⟩
Communication dans un congrès hal-01867746v1
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Scene Segmentation with CRFs Learned from Partially Labeled Images

 Jakob Verbeek , William Triggs
NIPS 2007 - Advances in Neural Information Processing Systems, Dec 2007, Vancouver, Canada. pp.1553-1560
Communication dans un congrès inria-00321051v2
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INRIA-LEARs participation to ImageCLEF 2009

 Matthijs Douze , Matthieu Guillaumin , Thomas Mensink , Cordelia Schmid , Jakob Verbeek
2009
Autre publication scientifique inria-00439299v2
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