HERVE LE BORGNE
- Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
- Laboratoire d'Intégration des Systèmes et des Technologies (LIST (CEA))
Domaines de recherche
Publications
Publications
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The Deleuzian representation hypothesisICLR 2026 - Fourteenth International Conference on Learning Representations, Apr 2026, Rio de Janeiro, Brazil |
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SAGA: Learning signal-aligned distributions for improved text-to-image generationAAAI 26 - The 40th Annual AAAI Conference on Artificial Intelligence, Jan 2026, Singapour, Singapore |
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Fairer analysis and demographically balanced face generation for fairer face verificationIEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Feb 2025, Tucson (Arizona), United States |
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CaMiT: A time-aware car model dataset for classification and generationNeurIPS 2025 - The Thirty-Ninth Annual Conference on Neural Information Processing Systems, Dec 2025, San Diego, United States |
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Entity-aware cross-modal pretraining for Knowledge-Based Visual Question AnsweringEuropean Conference on Information Retrieval (ECIR), Apr 2025, Lucca, Italy. pp.391-400, ⟨10.1007/978-3-031-88714-7_38⟩ |
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Génération augmentée de récupération multi-niveau pour répondre à des questions visuelles20e 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 |
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Semantic Generative Augmentations for Few-Shot CountingIEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024, Waikoloa, Hawaii, United States. ⟨10.1109/WACV57701.2024.00536⟩ |
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Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question AnsweringThe 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⟩ |
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Wasserstein Loss for Semantic Editing in the Latent Space of GANs20th International Conference on Content-based Multimedia Indexing, Sep 2023, Orléans, France. ⟨10.1145/3617233.3617237⟩ |
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ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesSIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. ⟨10.1145/3477495.3531753⟩ |
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Self-improving SLAM in dynamic environments: learning when to maskBMVC 2022 - The 33rd British Machine Vision Conference, Nov 2022, Londres, United Kingdom |
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Un jeu de données pour répondre à des questions visuelles à propos d’entités nommées en utilisant des bases de connaissancesTraitement Automatique des Langues Naturelles (TALN 2022), Jun 2022, Avignon, France. pp.434-444 |
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AVAE: Adversarial variational auto encoderICPR 2020 - 25th International conference on pattern recognition, Jan 2021, Milan, Italy. pp.8687-8694, ⟨10.1109/ICPR48806.2021.9412727⟩ |
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Multimodal entity linking for tweetsECIR 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⟩ |
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Using Sentences as Semantic Representations in Large Scale Zero-Shot LearningECCV 2020 workshop Transferring and adapting source knowledge in computer vision (TASK-CV), Aug 2020, Glasgow, United Kingdom |
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Building a multimodal entity linking dataset from tweetsLREC 2020 - 12th Language Resources and Evaluation Conference, May 2020, Marseille, France. pp.4885-4292 |
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Controlling generative models with continuous factors of variationsICLR 2020 - Eighth International Conference on Learning Representations, Apr 2020, Addis Abeba (Virtual event), Ethiopia |
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Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot LearningIEEE International Conference on Computer Vision, Oct 2019, Séoul, South Korea. ⟨10.1109/ICCV.2019.01043⟩ |
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Learning finer-class networks for universal representationsBMVC 2018 - the 29th British Machine Vision Conference, Sep 2018, Newcastle, United Kingdom. ⟨10.48550/arXiv.1810.02126⟩ |
Scale-Free Content Based Image Retrieval (or Nearly so)2017 IEEE International Conference on Computer Vision Workshops (ICCVW), Oct 2017, Venice, Italy. pp.280-288, ⟨10.1109/ICCVW.2017.42⟩ |
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AMECON: Abstract meta-concept features for text-illustrationICMR 2017 - Proceedings of the 2017 ACM International Conference on Multimedia Retrieval, Jun 2017, Bucharest, Romania. pp.347-355, ⟨10.1145/3078971.3078993⟩ |
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CEA LIST Participation to the TAC 2017 Event Nugget Track10th Text Analysis Conference (TAC 2017), 2017, Gaithersburg, United States |
Supervised Learning of Entity Disambiguation Models by Negative Sample Selection18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), 2017, Budapest, Hungary |
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IRIM at TRECVID 2017: Instance SearchTRECVid workshop 2017, Nov 2017, Gaithersburg, Maryland, United States |
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MuCaLe-Net: Multi categorical-Level networks to generate more discriminating features2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2017, Honolulu, HI, United States. pp.5282-5291, ⟨10.1109/CVPR.2017.561⟩ |
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Désambiguïsation d’entités nommées par apprentissage de modèles d’entités à large échelle14ème COnférence en Recherche d'Information et Applications (CORIA 2017), 2017, Marseille, France. pp.185-200 |
Diverse concept-level features for multi-object classificationICMR '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⟩ |
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Constrained Local Enhancement of Semantic Features by Content-Based Sparsitythe 2016 ACM Conference on Multimedia Retrieval, Jun 2016, New York, France. ⟨10.1145/2911996.2912009⟩ |
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Image annotation and two paths to text illustration2016 Working Notes of Conference and Labs of the Evaluation Forum, CLEF 2016, 2016, Evora, Portugal. pp.322-333 |
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Utilisation des relations d'une base de connaissances pour la désambiguïsation d'entités nommées23ème Conférence sur le Traitement Automatique des Langues Naturelles (JEP-TALN-RECITAL 2016), 2016, Paris, France. pp.290--303 |
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Cross-modal classification by completing unimodal representationsiV&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⟩ |
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Aggregating image and text quantized correlated components2016 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016, 2016, Las Vegas, United States. pp.2046-2054, ⟨10.1109/CVPR.2016.225⟩ |
Effective training of convolutional networks using noisy Web imagesCBMI 2015 : 13th International Workshop on Content-Based Multimedia Indexing, Jun 2015, Prague, Czech Republic. pp.1 - 6, ⟨10.1109/CBMI.2015.7153607⟩ |
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IRIM at TRECVID 2015: Semantic IndexingProceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States |
Duplicate image detection in a stream of web visual data2015 13th International Workshop on Content-Based Multimedia Indexing (CBMI), Jun 2015, Prague, Czech Republic. ⟨10.1109/CBMI.2015.7153614⟩ |
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CEA LIST's participation to the scalable concept image annotation task of Image CLEF 201516th Conference and Labs of the Evaluation Forum, CLEF 2015, Sep 2015, Toulouse, France |
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CEA LIST Participation at TAC EDL English Diagnostic Task8th Text Analysis Conference (TAC 2015), 2015, Gaithersburg, Maryland, USA, United States |
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Large-Scale Image Mining with Flickr GroupsInternational Conference on Multimedia Modeling, Jan 2015, Sydney, NSW, Australia. pp.318 - 334, ⟨10.1007/978-3-319-14445-0_28⟩ |
Towards an automatic evaluation of retrieval performance with large scale image collectionsMMCommons '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⟩ |
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Combining generic and specific information for cross-modal retrievalICMR '15 Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Jun 2015, Shangai, China. pp.551-554, ⟨10.1145/2671188.2749348⟩ |
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IRIM at TRECVID 2014: Semantic Indexing and Instance SearchProceedings of TRECVID, Nov 2014, Orlando, United States |
Tag completion based on belief theory and neighbor voting3rd ACM conference on International conference on multimedia retrieval, 2013, DALLAS, United States. pp.49-56, ⟨10.1145/2461466.2461476⟩ |
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IRIM at TRECVID 2013: Semantic Indexing and Instance SearchProc. TRECVID Workshop, 2013, Gaithersburg, MD, United States |
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IRIM at TRECVID 2012: Semantic Indexing and Instance SearchTRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p |
Multimodal feature generation framework for semantic image classificationICMR '12 Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 2012, Hong Kong, Hong Kong SAR China. pp.article n° 38 |
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Belief Theory for Large-Scale Multi-label Image ClassificationInternational Conference on Belief Functions - BELIEF 2012, 2012, Compiègne, France. pp.205-212 |
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Prise en compte de l'imperfection des tags pour la classification sémantique d'imagesRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
Bag-of-multimedia-words for image classificationProceedings of the 21st International Conference on Pattern Recognition, ICPR 2012, Nov 2012, Tsukuba, Japan. pp.1509-1512 |
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IRIM at TRECVID2009: High Level Feature ExtractionTRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States |
Classification of images: ICA filters vs. Human PerceptionISSPA, Jul 2003, Paris, France. pp.251-254 |
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Towards the introduction of human perception in a natural scene classification systemNNSP, Sep 2002, Martigny, Switzerland. pp.385-394 |
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Interpretable image recognition with variable number of prototypes2025 |
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Reliable and reproducible demographic inference for fairness in face analysis2025 |
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Detection of Thermal Events by Semi-Supervised Learning for Tokamak First Wall Safety2023 |
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Contrôle de la cardinalité par navigation dans l'espace latent des GANsReconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), Jul 2022, Vannes, France. , 2022 |
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Zero-shot Learning with Deep Neural Networks for Object RecognitionBenois-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⟩ |
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From Classical to Generalized Zero-Shot Learning: A Simple Adaptation ProcessIoannis 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⟩ |
Detection of Visual ContextIntelligent Video Surveillance Systems, 2013, ⟨10.1002/9781118577851.ch16⟩ |
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Multimodal Image Retrieval over a Large DatabaseMultilingual 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 |
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Analyse de scènes naturelles par Composantes IndépendantesInterface homme-machine [cs.HC]. Institut National Polytechnique de Grenoble - INPG, 2004. Français. ⟨NNT : ⟩ |