HERVE LE BORGNE Researcher at CEA List since 2006

Identifiants chercheurs

IdHAL :

herve-le-borgne

ORCID :

0000-0003-0520-8436

IdRef :

079208452

Publications

Communication dans un congrès (51)

The Deleuzian representation hypothesis Clement Cornet,Romaric Besançon,Hervé Le Borgne ICLR 2026 - Fourteenth International Conference on Learning Representations, Apr 2026, Rio de Janeiro, Brazil Communication dans un congrès cea-05491856v1
SAGA: Learning signal-aligned distributions for improved text-to-image generation Paul Grimal,Michaël Soumm,Hervé Le Borgne,Olivier Ferret,Akihiro Sugimoto AAAI 26 - The 40th Annual AAAI Conference on Artificial Intelligence, Jan 2026, Singapour, Singapore Communication dans un congrès cea-05491847v1
Fairer analysis and demographically balanced face generation for fairer face verification Alexandre Fournier-Montgieux,Michael Soumm,Adrian Popescu,Bertrand Luvison,Hervé Le Borgne IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Feb 2025, Tucson (Arizona), United States Communication dans un congrès cea-04910990v1
CaMiT: A time-aware car model dataset for classification and generation Frédéric Lin,Biruk Abere Ambaw,Adrian Popescu,Hejer Ammar,Romaric Audigieret al. NeurIPS 2025 - The Thirty-Ninth Annual Conference on Neural Information Processing Systems, Dec 2025, San Diego, United States Communication dans un congrès cea-05322803v1
Génération augmentée de récupération multi-niveau pour répondre à des questions visuelles Omar Adjali,Olivier Ferret,Sahar Ghannay,Hervé Le Borgne 20e Conférence en Recherche d’Information et Applications (CORIA) 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN) 27ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL) Les 18e Rencontres Jeunes Chercheurs en RI (RJCRI), Jul 2025, Marseille, France. pp.128-130 Communication dans un congrès hal-05330645v1
Entity-aware cross-modal pretraining for Knowledge-Based Visual Question Answering Omar Adjali,Olivier Ferret,Sahar Ghannay,Hervé Le Borgne ECIR - European Conference on Information Retrieval, Apr 2025, Lucca, Italy. pp.391-400, ⟨10.1007/978-3-031-88714-7_38⟩ Communication dans un congrès cea-04910767v1
Semantic Generative Augmentations for Few-Shot Counting Perla Doubinsky,Nicolas Audebert,Michel Crucianu,Hervé Le Borgne IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024, Waikoloa, Hawaii, United States. ⟨10.1109/WACV57701.2024.00536⟩ Communication dans un congrès hal-04259058v1
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering Omar Adjali,Olivier Ferret,Sahar Ghannay,Hervé Le Borgne The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), Nov 2024, Miami, United States. pp.16499-16513, ⟨10.18653/v1/2024.emnlp-main.922⟩ Communication dans un congrès hal-04852275v1
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. ⟨10.1145/3617233.3617237⟩ Communication dans un congrès hal-04036414v1
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 Communication dans un congrès hal-04315226v1
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities Paul Lerner,Olivier Ferret,Camille Guinaudeau,Hervé Le Borgne,Romaric Besançonet al. SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. ⟨10.1145/3477495.3531753⟩ Communication dans un congrès hal-03650618v1
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 Besançonet al. Traitement Automatique des Langues Naturelles (TALN 2022), Jun 2022, Avignon, France. pp.434-444 Communication dans un congrès hal-03701521v1
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⟩ Communication dans un congrès hal-04314595v1
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 Communication dans un congrès hal-03003689v1
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_31⟩ Communication dans un congrès hal-04315181v1
Building a multimodal entity linking dataset from tweets Omar Adjali,Romaric Besançon,Olivier Ferret,Hervé Le Borgne,Brigitte Grau LREC 2020 - 12th Language Resources and Evaluation Conference, May 2020, Marseille, France. pp.4885-4292 Communication dans un congrès hal-04315504v1
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 Communication dans un congrès hal-04314572v1
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⟩ Communication dans un congrès hal-02440364v1
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⟩ Communication dans un congrès hal-04315371v1
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⟩ Communication dans un congrès cea-01841662v1
Supervised Learning of Entity Disambiguation Models by Negative Sample Selection Hani Daher,Romaric Besançon,Olivier Ferret,Hervé Le Borgne,Anne-Laure Daquoet al. 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), 2017, Budapest, Hungary Communication dans un congrès cea-01857878v1
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⟩ Communication dans un congrès cea-01813718v1
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 Communication dans un congrès cea-01857880v1
IRIM at TRECVID 2017: Instance Search Boris Mansencal,Jenny Benois-Pineau,Hervé Bredin,Alexandre Benoit,Nicolas Voironet al. TRECVid workshop 2017, Nov 2017, Gaithersburg, Maryland, United States Communication dans un congrès hal-01834223v1
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⟩ Communication dans un congrès cea-01841669v1
Désambiguïsation d’entités nommées par apprentissage de modèles d’entités à large échelle Hani Daher,Romaric Besançon,Olivier Ferret,Hervé Le Borgne,Anne-Laure Daquoet al. 14ème COnférence en Recherche d'Information et Applications (CORIA 2017), 2017, Marseille, France. pp.185-200 Communication dans un congrès cea-01857881v1
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⟩ Communication dans un congrès cea-01813602v1
Image annotation and two paths to text illustration Hervé Le Borgne,E. Gadeski,I. Chami,T.Q. Nhi Tran,Y. Tamaazoustiet al. 2016 Working Notes of Conference and Labs of the Evaluation Forum, CLEF 2016, 2016, Evora, Portugal. pp.322-333 Communication dans un congrès cea-01843172v1
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 Communication dans un congrès cea-01858433v1
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⟩ Communication dans un congrès cea-01813723v1
Cross-modal classification by completing unimodal representations Thi Quynh Nhi Tran,Hervé Le Borgne,Michel 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⟩ Communication dans un congrès cea-01840417v1
Aggregating image and text quantized correlated components Thi Quynh Nhi Tran,Hervé Le Borgne,Michel 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⟩ Communication dans un congrès cea-01843176v1
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 Communication dans un congrès cea-01844059v1
IRIM at TRECVID 2015: Semantic Indexing Hervé Le Borgne,Philippe Gosselin,David Picard,Miriam Redi,Bernard Mérialdoet al. Proceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States Communication dans un congrès hal-01233398v1
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⟩ Communication dans un congrès cea-01841168v1
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⟩ Communication dans un congrès hal-01185757v1
CEA LIST Participation at TAC EDL English Diagnostic Task Romaric Besançon,Hani Daher,Hervé Le Borgne,Olivier Ferret,Anne-Laure Daquoet al. 8th Text Analysis Conference (TAC 2015), 2015, Gaithersburg, Maryland, USA, United States Communication dans un congrès cea-01858467v1
Large-Scale Image Mining with Flickr Groups Alexandru Lucian Ginsca,Adrian Popescu,Hervé Le Borgne,Nicolas Ballas,Phong Voet al. International Conference on Multimedia Modeling, Jan 2015, Sydney, NSW, Australia. pp.318 - 334, ⟨10.1007/978-3-319-14445-0_28⟩ Communication dans un congrès 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⟩ Communication dans un congrès cea-01841022v1
Combining generic and specific information for cross-modal retrieval Thi Quynh Nhi Tran,Hervé Le Borgne,Michel 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⟩ Communication dans un congrès cea-01813724v1
IRIM at TRECVID 2014: Semantic Indexing and Instance Search Nicolas Ballas,Benjamin Labbé,Hervé Le Borgne,Philippe Gosselin,David Picardet al. Proceedings of TRECVID, Nov 2014, Orlando, United States Communication dans un congrès 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⟩ Communication dans un congrès hal-00824600v1
IRIM at TRECVID 2013: Semantic Indexing and Instance Search Nicolas Ballas,Benjamin Labbé,Hervé Le Borgne,Philippe Gosselin,Miriam Rediet al. Proc. TRECVID Workshop, 2013, Gaithersburg, MD, United States Communication dans un congrès hal-00953092v1
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 Communication dans un congrès hal-00656498v1
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 Communication dans un congrès hal-00825193v1
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 Communication dans un congrès hal-00825190v1
IRIM at TRECVID 2012: Semantic Indexing and Instance Search Nicolas Ballas,Benjamin Labbé,Aymen Shabou,Hervé Le Borgne,Philippe-Henri Gosselinet al. TRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p Communication dans un congrès hal-00770258v1
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 Communication dans un congrès hal-00825187v1
IRIM at TRECVID2009: High Level Feature Extraction Bertrand Delezoide,Hervé Le Borgne,Pierre-Alain Moëllic,David Gorisse,Frédéric Preciosoet al. TRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States Communication dans un congrès 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 Communication dans un congrès 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 Communication dans un congrès hal-00372329v1

Pré-publication, Document de travail (3)

Interpretable image recognition with variable number of prototypes Katia Benali,Bianca Vieru,Marin Ferecatu,Herve Le Borgne 2025 Pré-publication, Document de travail hal-05165202v1
Reliable and reproducible demographic inference for fairness in face analysis Alexandre Fournier-Montgieux,Hervé Le Borgne,Adrian Popescu,Bertrand Luvison 2025 Pré-publication, Document de travail cea-05328256v1
Detection of Thermal Events by Semi-Supervised Learning for Tokamak First Wall Safety Christian Staron,Hervé Le Borgne,Raphaël Mitteau,Erwan Grelier,Nicolas Allezard 2023 Pré-publication, Document de travail (preprint/prepublication) cea-04099065v2

Poster de conférence (1)

Contrôle de la cardinalité par navigation dans l'espace latent des GANs Perla Doubinsky,Nicolas Audebert,Michel Crucianu,Hervé Le Borgne Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jul 2022, Vannes, France. , 2022 Poster de conférence cea-04852483v1

Article dans une revue (10)

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⟩ Article dans une revue hal-03404279v3
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⟩ Article dans une revue 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⟩ Article dans une revue cea-01820312v1
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⟩ Article dans une revue hal-01845526v1
Vision-language integration using constrained local semantic features Youssef Tamaazousti,Hervé Le Borgne,Adrian Popescu,Etienne Gadeski,Alexandru Ginscaet al. Computer Vision and Image Understanding, 2017, 163, pp.41-57. ⟨10.1016/j.cviu.2017.05.017⟩ Article dans une revue istex cea-01803830v1
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⟩ Article dans une revue cea-01756775v1
Descripteur sémantique local contraint basé sur un descripteur RNC diversifié Youssef Tamaazousti,Hervé Le Borgne,Adrian Popescu,Etienne Gadeski,Alexandru Ginscaet al. Traitement du Signal, 2016 Article dans une revue 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⟩ Article dans une revue istex hal-00824580v1
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⟩ Article dans une revue hal-00276879v1
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⟩ Article dans une revue insu-00273351v1

Chapitre d'ouvrage (4)

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⟩ Chapitre d'ouvrage hal-03219234v1
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⟩ Chapitre d'ouvrage hal-01983612v1
Detection of Visual Context Hervé Le Borgne,Aymen Shabou Intelligent Video Surveillance Systems, 2013, ⟨10.1002/9781118577851.ch16⟩ Chapitre d'ouvrage 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 Chapitre d'ouvrage hal-00933265v1

Thèse (1)

Analyse de scènes naturelles par Composantes Indépendantes Hervé Le Borgne Interface homme-machine [cs.HC]. Institut National Polytechnique de Grenoble - INPG, 2004. Français. ⟨NNT : ⟩ Thèse tel-00005925v1