Hervé Le Borgne

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 63

Top Venues

Grenoble Institute of Technology, France (PHD)

Education History

Grenoble Institute of Technology, France

PHD

Publications

Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne
Wasserstein Loss for Semantic Editing in the Latent Space of GANs. CoRR (2023)
Nikolaos Karaliolios, Florian Chabot, Camille Dupont, Hervé Le Borgne, Quoc Cuong Pham, Romaric Audigier
Generalized Pseudo-Labeling in Consistency Regularization for Semi-Supervised Learning. ICIP (2023)
Omar Adjali, Paul Grimal, Olivier Ferret, Sahar Ghannay, Hervé Le Borgne
Explicit Knowledge Integration for Knowledge-Aware Visual Question Answering about Named Entities. ICMR (2023)
Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne
Semantic Generative Augmentations for Few-Shot Counting. CoRR (2023)
Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne
Wasserstein loss for Semantic Editing in the Latent Space of GANs. CBMI (2023)
Celina Hanouti, Hervé Le Borgne
Learning semantic ambiguities for zero-shot learning. Multim. Tools Appl. 82 (26) (2023)
Paul Grimal, Hervé Le Borgne, Olivier Ferret, Julien Tourille
TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation. CoRR (2023)
Paul Lerner, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, José G. Moreno, Jesús Lovón-Melgarejo
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities. SIGIR (2022)
Celina Hanouti, Hervé Le Borgne
Learning Semantic Ambiguities for Zero-Shot Learning. CoRR (2022)
Adrian Bojko, Romain Dupont, Mohamed Tamaazousti, Hervé Le Borgne
Self-Improving SLAM in Dynamic Environments: Learning When to Mask. CoRR (2022)
Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne
Multi-attribute balanced sampling for disentangled GAN controls. Pattern Recognit. Lett. 162 (2022)
Adrian Bojko, Romain Dupont, Mohamed Tamaazousti, Hervé Le Borgne
Self-Improving SLAM in Dynamic Environments: Learning When to Mask. BMVC (2022)
Paul Lerner, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, José G. Moreno, Jesús Lovón-Melgarejo
Un jeu de données pour répondre à des questions visuelles à propos d'entités nommées en utilisant des bases de connaissances (ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities). TALN-RECITAL (2022)
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
Zero-shot Learning with Deep Neural Networks for Object Recognition. CoRR (2021)
Omar Adjali, Romaric Besançon, Olivier Ferret, Hervé Le Borgne, Brigitte Grau
Multimodal Entity Linking for Tweets. CoRR (2021)
Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne
Multi-Attribute Balanced Sampling for Disentangled GAN Controls. CoRR (2021)
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning. ECCV Workshops (1) (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
AVAE: Adversarial Variational Auto Encoder. ICPR (2020)
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning. CoRR (2020)
Omar Adjali, Romaric Besançon, Olivier Ferret, Hervé Le Borgne, Brigitte Grau
Multimodal Entity Linking for Tweets. ECIR (1) (2020)
Yannick Le Cacheux, Adrian Popescu, Hervé Le Borgne
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning. ACCV (6) (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
AVAE: Adversarial Variational Auto Encoder. CoRR (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
Controlling generative models with continuous factors of variations. CoRR (2020)
Antoine Plumerault, Hervé Le Borgne, Céline Hudelot
Controlling generative models with continuous factors of variations. ICLR (2020)
Adrian Bojko, Romain Dupont, Mohamed Tamaazousti, Hervé Le Borgne
Learning to Segment Dynamic Objects using SLAM Outliers. CoRR (2020)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti
Learning More Universal Representations for Transfer-Learning. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Omar Adjali, Romaric Besançon, Olivier Ferret, Hervé Le Borgne, Brigitte Grau
Building a Multimodal Entity Linking Dataset From Tweets. LREC (2020)
Yannick Le Cacheux, Adrian Popescu, Hervé Le Borgne
Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning. CoRR (2020)
Adrian Bojko, Romain Dupont, Mohamed Tamaazousti, Hervé Le Borgne
Learning to Segment Dynamic Objects using SLAM Outliers. ICPR (2020)
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
From Classical to Generalized Zero-Shot Learning: A Simple Adaptation Process. MMM (2) (2019)
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning. ICCV (2019)
Yannick Le Cacheux, Hervé Le Borgne, Michel Crucianu
From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process. CoRR (2018)
Julien Girard, Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
Learning Finer-class Networks for Universal Representations. CoRR (2018)
Etienne Gadeski, Hamidreza Odabai Fard, Hervé Le Borgne
GPU deformable part model for object recognition. J. Real Time Image Process. 14 (2) (2018)
Julien Girard, Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
Learning Finer-class Networks for Universal Representations. BMVC (2018)
Hani Daher, Romaric Besançon, Olivier Ferret, Hervé Le Borgne, Anne-Laure Daquo, Youssef Tamaazousti
Désambiguïsation d'entités nommées par apprentissage de modèles d'entités à large échelle. CORIA (2017)
Adrian Popescu, Alexandru-Lucian Gînsca, Hervé Le Borgne
Scale-Free Content Based Image Retrieval (or Nearly so). ICCV Workshops (2017)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot, Mohamed El Amine Seddik, Mohamed Tamaazousti
Learning More Universal Representations for Transfer-Learning. CoRR (2017)
Dorian Kodelja, Romaric Besançon, Olivier Ferret, Hervé Le Borgne, Emanuela Boros
CEA LIST Participation to the TAC 2017 Event Nugget Track. TAC (2017)
Phong D. Vo, Alexandru-Lucian Gînsca, Hervé Le Borgne, Adrian Popescu
Harnessing noisy Web images for deep representation. Comput. Vis. Image Underst. 164 (2017)
Hani Daher, Romaric Besançon, Olivier Ferret, Hervé Le Borgne, Anne-Laure Daquo, Youssef Tamaazousti
Supervised Learning of Entity Disambiguation Models by Negative Sample Selection. CICLing (1) (2017)
Ines Chami, Youssef Tamaazousti, Hervé Le Borgne
AMECON: Abstract Meta-Concept Features for Text-Illustration. ICMR (2017)
Etienne Gadeski, Hervé Le Borgne, Adrian Popescu
Fast and robust duplicate image detection on the web. Multim. Tools Appl. 76 (9) (2017)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features. CVPR (2017)
Youssef Tamaazousti, Hervé Le Borgne, Adrian Popescu, Etienne Gadeski, Alexandru-Lucian Gînsca, Céline Hudelot
Vision-language integration using constrained local semantic features. Comput. Vis. Image Underst. 163 (2017)
Boris Mansencal, Jenny Benois-Pineau, Hervé Bredin, Alexandre Benoît, Nicolas Voiron, Patrick Lambert, Hervé Le Borgne, Adrian Popescu, Alexandru-Lucian Gînsca, Georges Quénot
IRIM at TRECVID 2017: Instance Search. TRECVID (2017)
Youssef Tamaazousti, Hervé Le Borgne, Céline Hudelot
Diverse Concept-Level Features for Multi-Object Classification. ICMR (2016)
Thi Quynh Nhi Tran, Hervé Le Borgne, Michel Crucianu
Aggregating Image and Text Quantized Correlated Components. CVPR (2016)
Thi Quynh Nhi Tran, Hervé Le Borgne, Michel Crucianu
Cross-modal Classification by Completing Unimodal Representations. iV&L-MM@MM (2016)
Romaric Besançon, Hani Daher, Olivier Ferret, Hervé Le Borgne
Utilisation des relations d'une base de connaissances pour la désambiguïsation d'entités nommées (Using the Relations of a Knowledge Base to Improve Entity Linking). JEP-TALN-RECITAL (2) (2016)
Youssef Tamaazousti, Hervé Le Borgne, Adrian Popescu
Constrained Local Enhancement of Semantic Features by Content-Based Sparsity. ICMR (2016)
Hervé Le Borgne, Etienne Gadeski, Ines Chami, Thi Quynh Nhi Tran, Youssef Tamaazousti, Alexandru-Lucian Gînsca, Adrian Popescu
Image Annotation and Two Paths to Text Illustration. CLEF (Working Notes) (2016)
Etienne Gadeski, Hervé Le Borgne, Adrian Popescu
CEA LIST's participation to the Scalable Concept Image Annotation task of ImageCLEF 2015. CLEF (Working Notes) (2015)
Etienne Gadeski, Hervé Le Borgne, Adrian Popescu
Duplicate image detection in a stream of web visual data. CBMI (2015)
Hervé Le Borgne, Philippe Henri Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2015: Semantic Indexing. TRECVID (2015)
Romaric Besançon, Hani Daher, Hervé Le Borgne, Olivier Ferret, Anne-Laure Daquo, Adrian Popescu
CEA LIST Participation at TAC EDL English Diagnostic Task. TAC (2015)
Alexandru-Lucian Gînsca, Adrian Popescu, Hervé Le Borgne, Nicolas Ballas, Phong Vo, Ioannis Kanellos
Large-Scale Image Mining with Flickr Groups. MMM (1) (2015)
Thi Quynh Nhi Tran, Hervé Le Borgne, Michel Crucianu
Combining Generic and Specific Information for Cross-modal Retrieval. ICMR (2015)
Adrian Popescu, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Hervé Le Borgne, Ioannis Kompatsiaris
Toward an Automatic Evaluation of Retrieval Performance with Large Scale Image Collections. MMCommons@ACM Multimedia (2015)
Phong D. Vo, Alexandru-Lucian Gînsca, Hervé Le Borgne, Adrian Popescu
On Deep Representation Learning from Noisy Web Images. CoRR (2015)
Adrian Popescu, Etienne Gadeski, Hervé Le Borgne
Scalable domain adaptation of convolutional neural networks. CoRR (2015)
Phong D. Vo, Alexandru-Lucian Gînsca, Hervé Le Borgne, Adrian Popescu
Effective training of convolutional networks using noisy Web images. CBMI (2015)
Adrian Popescu, Mireille Hildebrandt, Jonas Breuer, Laurence Claeys, Symeon Papadopoulos, Georgios Petkos, Theodoros Michalareas, David Lund, Rob Heyman, Shenja van der Graaf, Etienne Gadeski, Hervé Le Borgne, K. deVries, Timotheos Kastrinogiannis, Apostolos Kousaridas, A. Padyab
Increasing Transparency and Privacy for Online Social Network Users - USEMP Value Model, Scoring Framework and Legal. APF (2015)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2014: Semantic Indexing and Instance Search. TRECVID (2014)
Hervé Le Borgne, Adrian Popescu, Amel Znaidia
CEA LIST@ImageCLEF 2013: Scalable Concept Image Annotation. CLEF (Working Notes) (2013)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Iván González-Díaz, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Thi-Thu-Thuy Vuong, Han Dong, Nadia Derbas, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat
IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID (2013)
Amel Znaidia, Hervé Le Borgne, Céline Hudelot
Tag completion based on belief theory and neighbor voting. ICMR (2013)
Amel Znaidia, Aymen Shabou, Hervé Le Borgne, Céline Hudelot
Codage des modèles de tags. Rev. d'Intelligence Artif. 27 (1) (2013)
Aymen Shabou, Hervé Le Borgne
Locality-constrained and spatially regularized coding for scene categorization. CVPR (2012)
Amel Znaidia, Hervé Le Borgne, Céline Hudelot
Belief Theory for Large-Scale Multi-label Image Classification. Belief Functions (2012)
Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Aymen Shabou
CEA LIST at TRECVID 2012 : Semantic Indexing and instance search. TRECVID (2012)
Amel Znaidia, Aymen Shabou, Adrian Popescu, Hervé Le Borgne, Céline Hudelot
Multimodal feature generation framework for semantic image classification. ICMR (2012)
Amel Znaidia, Aymen Shabou, Hervé Le Borgne, Céline Hudelot, Nikos Paragios
Bag-of-multimedia-words for image classification. ICPR (2012)
Hervé Le Borgne, Nicolas Honnorat
Fast shared boosting for large-scale concept detection. Multim. Tools Appl. 60 (2) (2012)
Amel Znaidia, Aymen Shabou, Adrian Popescu, Hervé Le Borgne
CEA LIST's Participation to the Concept Annotation Task of ImageCLEF 2012. CLEF (Online Working Notes/Labs/Workshop) (2012)
Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Mérialdo, Hervé Jégou, Jonathan Delhumeau, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska, Gérard Chollet, Andrei Stoian, Michel Crucianu
IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID (2012)
Amel Znaidia, Hervé Le Borgne, Adrian Popescu
CEA LIST's Participation to Visual Concept Detection Task of ImageCLEF 2011. CLEF (Notebook Papers/Labs/Workshop) (2011)
Hervé Le Borgne, Pablo Muñoz Fuentes
Nonparametric Estimation of Fisher Vectors to Aggregate Image Descriptors. ACIVS (2011)
Bertrand Delezoide, Hervé Le Borgne, Romaric Besançon, Gaël de Chalendar, Olivier Ferret, Faiïza Gara, Patrick Hède, Meriama Laïb, Olivier Mesnard, Pierre-Alain Moëllic, Nasredine Semmar
MM: Modular architecture for multimedia information retrieval. CBMI (2010)
Hervé Le Borgne, Nicolas Honnorat
Fast shared boosting: Application to large-scale visual concept detection. CBMI (2010)
Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau
IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID (2009)
Débora Myoupo, Adrian Popescu, Hervé Le Borgne, Pierre-Alain Moëllic
Multimodal Image Retrieval over a Large Database. CLEF (2) (2009)
Débora Myoupo, Adrian Popescu, Hervé Le Borgne, Pierre-Alain Moëllic
Visual Reranking for Image Retrieval over the Wikipedia Corpus. CLEF (Working Notes) (2009)
Adrian Popescu, Hervé Le Borgne, Pierre-Alain Moëllic
Conceptual Image Retrieval over the Wikipedia Corpus. CLEF (Working Notes) (2008)
Adrian Popescu, Hervé Le Borgne, Pierre-Alain Moëllic
Conceptual Image Retrieval over a Large Scale Database. CLEF (2008)
Hervé Le Borgne, Anne Guérin-Dugué, Noel E. O'Connor
Learning Midlevel Image Features for Natural Scene and Texture Classification. IEEE Trans. Circuits Syst. Video Technol. 17 (3) (2007)
Bertrand Delezoide, Hervé Le Borgne
SemanticVox: a multilingual video search engine. CIVR (2007)
Noel E. O'Connor, Hyowon Lee, Alan F. Smeaton, Gareth J. F. Jones, Eddie Cooke, Hervé Le Borgne, Cathal Gurrin
Fischlar-TRECVid-2004: combined text- and image-based searching of video archives. ISCAS (2006)
Hervé Le Borgne, Noel E. O'Connor
Pre-Classification for Automatic Image Orientation. ICASSP (2) (2006)
Hervé Le Borgne, Noel E. O'Connor
Ridgelet-based signatures for natural image classification. CORIA (2005)
Hervé Le Borgne, Noel E. O'Connor
Natural Scene Classification and Retrieval Using Ridgelet-Based Image Signatures. ACIVS (2005)
Evaggelos Spyrou, Hervé Le Borgne, Theofilos P. Mailis, Eddie Cooke, Yannis Avrithis, Noel E. O'Connor
Fusing MPEG-7 Visual Descriptors for Image Classification. ICANN (2) (2005)
Eddie Cooke, Paul Ferguson, Georgina Gaughan, Cathal Gurrin, Gareth J. F. Jones, Hervé Le Borgne, Hyowon Lee, Seán Marlow, Kieran McDonald, Mike McHugh, Noel Murphy, Noel E. O'Connor, Neil O'Hare, Sandra Rothwell, Alan F. Smeaton, Peter Wilkins
TRECVID 2004 Experiments in Dublin City University. TRECVID (2004)
Jürgen Stauder, J. Sirot, Hervé Le Borgne, Eddie Cooke, Noel E. O'Connor
Relating Visual and Semantic Image Descriptors. EWIMT (2004)
Hervé Le Borgne, Anne Guérin-Dugué, Anestis Antoniadis
Representation of images for classification with independent features. Pattern Recognit. Lett. 25 (2) (2004)
Hervé Le Borgne, Nathalie Guyader, Anne Guérin-Dugué, Jeanny Hérault
Classification of images: ICA filters vs human perception. ISSPA (2) (2003)
Nathalie Guyader, Hervé Le Borgne, Jeanny Hérault, Anne Guérin-Dugué
Towards the introduction of human perception in a natural scene classification system. NNSP (2002)

Hervé Le Borgne.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hervé Le Borgne