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HERVE LE BORGNE

Researcher at CEA List since 2006
61
Documents
Current affiliations
  • 300016
  • 40217
Researcher identifiers

Research domains

Artificial Intelligence [cs.AI] Computer Vision and Pattern Recognition [cs.CV] Information Retrieval [cs.IR]

Publications

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Wasserstein Loss for Semantic Editing in the Latent Space of GANs

Perla Doubinsky , Nicolas Audebert , Michel Crucianu , Hervé Le Borgne
20th International Conference on Content-based Multimedia Indexing, Sep 2023, Orléans, France
Conference papers hal-04036414v1
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Self-improving SLAM in dynamic environments: learning when to mask

Adrian Bojko , Romain Dupont , Mohamed Tamaazousti , Hervé Le Borgne
BMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, Londres, United Kingdom
Conference papers hal-04315226v1
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ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities

Paul Lerner , Olivier Ferret , Camille Guinaudeau , Hervé Le Borgne , Romaric Besançon
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. ⟨10.1145/3477495.3531753⟩
Conference papers hal-03650618v1
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Un jeu de données pour répondre à des questions visuelles à propos d’entités nommées en utilisant des bases de connaissances

Paul Lerner , Olivier Ferret , Camille Guinaudeau , Hervé Le Borgne , Romaric Besançon
Traitement Automatique des Langues Naturelles (TALN 2022), Jun 2022, Avignon, France. pp.434-444
Conference papers hal-03701521v1
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AVAE: Adversarial variational auto encoder

Antoine Plumerault , Hervé Le Borgne , Céline Hudelot
ICPR 2020 - 25th International conference on pattern recognition, Jan 2021, Milan, Italy. pp.8687-8694, ⟨10.1109/ICPR48806.2021.9412727⟩
Conference papers hal-04314595v1
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Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning

Yannick Le Cacheux , Hervé Le Borgne , Michel Crucianu
ECCV 2020 workshop Transferring and adapting source knowledge in computer vision (TASK-CV), Aug 2020, Glasgow, United Kingdom
Conference papers hal-03003689v1
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Multimodal entity linking for tweets

Omar Adjali , Romaric Besançon , Olivier Ferret , Hervé Le Borgne , Brigitte Grau
ECIR 2020 - 42nd European Conference on Information Retrieval Research, Apr 2020, Lisbonne (Online event), Portugal. pp.463-478, ⟨10.1007/978-3-030-45439-5⟩
Conference papers hal-04315181v1
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Building a multimodal entity linking dataset from tweets

Omar Adjali , Romaric Besançon , Olivier Ferret , Hervé Le Borgne , Brigitte Grau
LREC 2020 - Language Resources and Evaluation Conference, May 2020, Marseille, France. pp.4885-4292
Conference papers hal-04315504v1
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Controlling generative models with continuous factors of variations

Antoine Plumerault , Hervé Le Borgne , Céline Hudelot
ICLR 2020 - Eighth International Conference on Learning Representations, Apr 2020, Addis Abeba (Virtual event), Ethiopia
Conference papers hal-04314572v1
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Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning

Yannick Le Cacheux , Hervé Le Borgne , Michel Crucianu
IEEE International Conference on Computer Vision, Oct 2019, Séoul, South Korea. ⟨10.1109/ICCV.2019.01043⟩
Conference papers hal-02440364v1
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Learning finer-class networks for universal representations

Julien Girard , Youssef Tamaazousti , Hervé Le Borgne , Céline Hudelot
BMVC 2018 - the 29th British Machine Vision Conference, Sep 2018, Newcastle, United Kingdom. ⟨10.48550/arXiv.1810.02126⟩
Conference papers hal-04315371v1
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IRIM at TRECVID 2017: Instance Search

Boris Mansencal , Jenny Benois-Pineau , Hervé Bredin , Alexandre Benoit , Nicolas Voiron
TRECVid workshop 2017, Nov 2017, Gaithersburg, Maryland, United States
Conference papers hal-01834223v1

Supervised Learning of Entity Disambiguation Models by Negative Sample Selection

Hani Daher , Romaric Besançon , Olivier Ferret , Hervé Le Borgne , Anne-Laure Daquo
18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), 2017, Budapest, Hungary
Conference papers cea-01857878v1
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CEA LIST Participation to the TAC 2017 Event Nugget Track

Dorian Kodelja , Romaric Besançon , Olivier Ferret , Hervé Le Borgne , E. Boroş
10th Text Analysis Conference (TAC 2017), 2017, Gaithersburg, United States
Conference papers cea-01857880v1

AMECON: Abstract meta-concept features for text-illustration

I. Chami , Y. Tamaazousti , Hervé Le Borgne
ICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, Jun 2017, Bucharest, Romania. pp.347-355, ⟨10.1145/3078971.3078993⟩
Conference papers cea-01813718v1

Scale-Free Content Based Image Retrieval (or Nearly so)

A. Popescu , A. Ginsca , Hervé Le Borgne
2017 IEEE International Conference on Computer Vision Workshops (ICCVW), Oct 2017, Venice, Italy. pp.280-288, ⟨10.1109/ICCVW.2017.42⟩
Conference papers cea-01841662v1
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Désambiguïsation d’entités nommées par apprentissage de modèles d’entités à large échelle

Hani Daher , Romaric Besançon , Olivier Ferret , Hervé Le Borgne , Anne-Laure Daquo
14ème COnférence en Recherche d'Information et Applications (CORIA 2017), 2017, Marseille, France. pp.185-200
Conference papers cea-01857881v1
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MuCaLe-Net: Multi categorical-Level networks to generate more discriminating features

Y. Tamaazousti , Hervé Le Borgne , Céline Hudelot
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2017, Honolulu, HI, United States. pp.5282-5291, ⟨10.1109/CVPR.2017.561⟩
Conference papers cea-01841669v1

Utilisation des relations d'une base de connaissances pour la désambiguïsation d'entités nommées

Romaric Besançon , Hani Daher , Olivier Ferret , Hervé Le Borgne
23ème Conférence sur le Traitement Automatique des Langues Naturelles (JEP-TALN-RECITAL 2016), 2016, Paris, France. pp.290--303
Conference papers cea-01858433v1

Constrained Local Enhancement of Semantic Features by Content-Based Sparsity

Youssef Tamaazousti , Hervé Le Borgne , Adrian Popescu
the 2016 ACM Conference on Multimedia Retrieval, Jun 2016, New York, France. ⟨10.1145/2911996.2912009⟩
Conference papers cea-01813602v1

Image annotation and two paths to text illustration

Hervé Le Borgne , E. Gadeski , I. Chami , T.Q. Nhi Tran , Y. Tamaazousti
2016 Working Notes of Conference and Labs of the Evaluation Forum, CLEF 2016, 2016, Evora, Portugal. pp.322-333
Conference papers cea-01843172v1

Diverse concept-level features for multi-object classification

Y. Tamaazousti , Hervé Le Borgne , Céline Hudelot
ICMR '16 Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval Pages 63-70, Jun 2016, New York, United States. pp.63-70, ⟨10.1145/2911996.2912013⟩
Conference papers cea-01813723v1
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Cross-modal classification by completing unimodal representations

Thi Quynh Nhi Tran , Hervé Le Borgne , M. Crucianu
iV&L-MM '16 Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, Oct 2016, Amsterdam, Netherlands. pp.17-25, ⟨10.1145/2983563.2983570⟩
Conference papers cea-01840417v1
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Aggregating image and text quantized correlated components

Thi Quynh Nhi Tran , Hervé Le Borgne , M. Crucianu
2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, 2016, Las Vegas, United States. pp.2046-2054, ⟨10.1109/CVPR.2016.225⟩
Conference papers cea-01843176v1

CEA LIST Participation at TAC EDL English Diagnostic Task

Romaric Besançon , Hani Daher , Hervé Le Borgne , Olivier Ferret , Anne-Laure Daquo
8th Text Analysis Conference (TAC 2015), 2015, Gaithersburg, Maryland, USA, United States
Conference papers cea-01858467v1

CEA LIST's participation to the scalable concept image annotation task of Image CLEF 2015

E. Gadeski , Hervé Le Borgne , A. Popescu
16th Conference and Labs of the Evaluation Forum, CLEF 2015, Sep 2015, Toulouse, France
Conference papers cea-01844059v1

Duplicate image detection in a stream of web visual data

E. Gadeski , Hervé Le Borgne , A. Popescu
2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI), Jun 2015, Prague, Czech Republic. ⟨10.1109/CBMI.2015.7153614⟩
Conference papers cea-01841168v1
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IRIM at TRECVID 2015: Semantic Indexing

Hervé Le Borgne , Philippe Gosselin , David Picard , Miriam Redi , Bernard Mérialdo
Proceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States
Conference papers hal-01233398v1

Effective training of convolutional networks using noisy Web images

Phong Vo , Alexandru Lucian Ginsca , Hervé Le Borgne , Adrian Popescu
CBMI 2015 : 13th International Workshop on Content-Based Multimedia Indexing, Jun 2015, Prague, Czech Republic. pp.1 - 6, ⟨10.1109/CBMI.2015.7153607⟩
Conference papers hal-01185757v1
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Combining generic and specific information for cross-modal retrieval

Thi Quynh Nhi Tran , Hervé Le Borgne , M. Crucianu
ICMR '15 Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Jun 2015, Shangai, China. pp.551-554, ⟨10.1145/2671188.2749348⟩
Conference papers cea-01813724v1
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Large-Scale Image Mining with Flickr Groups

Alexandru Lucian Ginsca , Adrian Popescu , Hervé Le Borgne , Nicolas Ballas , Phong Vo
International Conference on Multimedia Modeling, Jan 2015, Sydney, NSW, Australia. pp.318 - 334, ⟨10.1007/978-3-319-14445-0_28⟩
Conference papers hal-01172319v1

Towards an automatic evaluation of retrieval performance with large scale image collections

A. Popescu , E. Spyromitros-Xoufis , S. Papadopoulos , Hervé Le Borgne , I. Kompatsiaris
MMCommons '15 Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, Oct 2015, Unknown, Australia. pp.7-12, ⟨10.1145/2814815.2814819⟩
Conference papers cea-01841022v1
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IRIM at TRECVID 2014: Semantic Indexing and Instance Search

Nicolas Ballas , Benjamin Labbé , Hervé Le Borgne , Philippe Gosselin , David Picard
Proceedings of TRECVID, Nov 2014, Orlando, United States
Conference papers hal-01132491v1

Tag completion based on belief theory and neighbor voting

Amel Znaidia , Hervé Le Borgne , Céline Hudelot
3rd ACM conference on International conference on multimedia retrieval, 2013, DALLAS, United States. pp.49-56, ⟨10.1145/2461466.2461476⟩
Conference papers hal-00824600v1
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IRIM at TRECVID 2013: Semantic Indexing and Instance Search

Nicolas Ballas , Benjamin Labbé , Hervé Le Borgne , Philippe Gosselin , Miriam Redi
Proc. TRECVID Workshop, 2013, Gaithersburg, MD, United States
Conference papers hal-00953092v1

Bag-of-multimedia-words for image classification

Amel Znaidia , Aymen Shabou , Hervé Le Borgne , Céline Hudelot , Nikos Paragios
Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Nov 2012, Tsukuba, Japan. pp.1509-1512
Conference papers hal-00825187v1

Belief Theory for Large-Scale Multi-label Image Classification

Amel Znaidia , Hervé Le Borgne , Céline Hudelot
International Conference on Belief Functions - BELIEF 2012, 2012, Compiègne, France. pp.205-212
Conference papers hal-00825193v1
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Prise en compte de l'imperfection des tags pour la classification sémantique d'images

Amel Znaidia , Hervé Le Borgne , Céline Hudelot , Adrian Popescu
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Conference papers hal-00656498v1

Multimodal feature generation framework for semantic image classification

Amel Znaidia , Aymen Shabou , Adrian Popescu , Hervé Le Borgne , Céline Hudelot
ICMR '12 Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 2012, Hong Kong, Hong Kong SAR China. pp.article n° 38
Conference papers hal-00825190v1
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IRIM at TRECVID 2012: Semantic Indexing and Instance Search

Nicolas Ballas , Benjamin Labbé , Aymen Shabou , Hervé Le Borgne , Philippe-Henri Gosselin
TRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p
Conference papers hal-00770258v1
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IRIM at TRECVID2009: High Level Feature Extraction

Bertrand Delezoide , Hervé Le Borgne , Pierre-Alain Moëllic , David Gorisse , Frédéric Precioso
TRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States
Conference papers hal-00468199v1

Classification of images: ICA filters vs. Human Perception

Hervé Le Borgne , Nathalie Guyader , Anne Guérin-Dugué , Jeanny Hérault
ISSPA, Jul 2003, Paris, France. pp.251-254
Conference papers hal-00372328v1

Towards the introduction of human perception in a natural scene classification system

Nathalie Guyader , Hervé Le Borgne , Jeanny Hérault , Anne Guérin-Dugué
NNSP, Sep 2002, Martigny, Switzerland. pp.385-394
Conference papers hal-00372329v1

Zero-shot Learning with Deep Neural Networks for Object Recognition

Yannick Le Cacheux , Hervé Le Borgne , Michel Crucianu
Benois-Pineau, Jenny; Zemmari, Akka. Multi-faceted Deep Learning: Models and Data, Springer, 2021, 978-3-030-74477-9. ⟨10.1007/978-3-030-74478-6_6⟩
Book sections hal-03219234v1
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From Classical to Generalized Zero-Shot Learning: A Simple Adaptation Process

Yannick Le Cacheux , Hervé Le Borgne , Michel Crucianu
Ioannis Kompatsiaris, Benoit Huet, Vasileios Mezaris, Cathal Gurrin, Wen-Huang Cheng, Stefanos Vrochidis. MultiMedia Modeling. 25th International Conference, MMM 2019, Thessaloniki, Greece, January 8–11, 2019, Proceedings, Part II, 11296, Springer Verlag, pp.465-477, 2019, Lecture Notes in Computer Science, 978-3-030-05716-9. ⟨10.1007/978-3-030-05716-9_38⟩
Book sections hal-01983612v1

Detection of Visual Context

Hervé Le Borgne , Aymen Shabou
Intelligent Video Surveillance Systems, 2013, ⟨10.1002/9781118577851.ch16⟩
Book sections hal-01849066v1

Multimodal Image Retrieval over a Large Database

Débora Mayupo , Adrian Popescu , Hervé Le Borgne , Pierre-Alain Moellic
Multilingual Information Access Evaluation II. Multimedia Experiments : 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers, Springer, pp.177-184, 2010, Lecture Notes in Computer Science
Book sections hal-00933265v1
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Analyse de scènes naturelles par Composantes Indépendantes

Hervé Le Borgne
Interface homme-machine [cs.HC]. Institut National Polytechnique de Grenoble - INPG, 2004. Français. ⟨NNT : ⟩
Theses tel-00005925v1
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Multi-attribute balanced sampling for disentangled GAN controls

Perla Doubinsky , Nicolas Audebert , Michel Crucianu , Hervé Le Borgne
Pattern Recognition Letters, 2022, 162, pp.56-62. ⟨10.1016/j.patrec.2022.08.012⟩
Journal articles hal-03404279v1
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Multi-attribute balanced sampling for disentangled GAN controls

Perla Doubinsky , Nicolas Audebert , Michel Crucianu , Hervé Le Borgne
Pattern Recognition Letters, 2022, 162, pp.56-62. ⟨10.1016/j.patrec.2022.08.012⟩
Journal articles hal-03404279v3
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Learning more universal representations for transfer-learning

Youssef Tamaazousti , Hervé Le Borgne , Céline Hudelot , Mohamed-El-Amine Seddik , Mohamed Tamaazousti
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 42 (9), pp.2212-2224. ⟨10.1109/TPAMI.2019.2913857⟩
Journal articles hal-04314530v1

GPU deformable part model for object recognition

Etienne Gadeski , Hamidreza Odabai Fard , Hervé Le Borgne
Journal of Real-Time Image Processing, 2018, 14, pp.279-291. ⟨10.1007/s11554-014-0447-5⟩
Journal articles cea-01820312v1
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Fast and robust duplicate image detection on the web

E. Gadeski , Hervé Le Borgne , A. Popescu
Multimedia Tools and Applications, 2017, 76 (9), pp.11839-11858. ⟨10.1007/s11042-016-3619-4⟩
Journal articles hal-01845526v1

Harnessing noisy Web images for deep representation

Phong D. Vo , Alexandru Ginsca , Hervé Le Borgne , Adrian Popescu
Computer Vision and Image Understanding, 2017, 164, pp.68 - 81. ⟨10.1016/j.cviu.2017.01.009⟩
Journal articles cea-01756775v1

Vision-language integration using constrained local semantic features

Youssef Tamaazousti , Hervé Le Borgne , Adrian Popescu , Etienne Gadeski , Alexandru Ginsca
Computer Vision and Image Understanding, 2017, 163, pp.41-57. ⟨10.1016/j.cviu.2017.05.017⟩
Journal articles cea-01803830v1

Descripteur sémantique local contraint basé sur un descripteur RNC diversifié

Youssef Tamaazousti , Hervé Le Borgne , Adrian Popescu , Etienne Gadeski , Alexandru Ginsca
Traitement du Signal, 2016
Journal articles hal-02517375v1

Codage des modèles de tags

Amel Znaidia , Aymen Shabou , Hervé Le Borgne , Céline Hudelot
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2013, 27 (1), pp.39-63. ⟨10.3166/ria.27.39-63⟩
Journal articles hal-00824580v1

N-FindR method versus independent component analysis for lithological identification in hyperspectral imagery

Cécile Gomez , Hervé Le Borgne , Pascal Allemand , Christophe Delacourt , Patrick Ledru
International Journal of Remote Sensing, 2007, 28 (23), pp.5315-5338. ⟨10.1080/01431160701227679⟩
Journal articles insu-00273351v1

Learning Mid-level Image Features for Natural Scene and Texture Classification

Hervé Le Borgne , Anne Guérin-Dugué , Noël O'Connor
IEEE Transactions on Circuits and Systems for Video Technology, 2007, 17 (3), pp.286-297. ⟨10.1109/TCSVT.2007.890635⟩
Journal articles hal-00276879v1