Hervé Le Borgne

Orcid: 0000-0003-0520-8436

According to our database1, Hervé Le Borgne authored at least 87 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Detection of Thermal Events by Semi-Supervised Learning for Tokamak First Wall Safety.
IEEE Trans. Instrum. Meas., 2024

TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Semantic Generative Augmentations for Few-Shot Counting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Learning semantic ambiguities for zero-shot learning.
Multim. Tools Appl., November, 2023

Explicit Knowledge Integration for Knowledge-Aware Visual Question Answering about Named Entities.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Generalized Pseudo-Labeling in Consistency Regularization for Semi-Supervised Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023

Wasserstein loss for Semantic Editing in the Latent Space of GANs.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023

2022
Multi-attribute balanced sampling for disentangled GAN controls.
Pattern Recognit. Lett., 2022

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).
Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022

ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Self-Improving SLAM in Dynamic Environments: Learning When to Mask.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Zero-shot Learning with Deep Neural Networks for Object Recognition.
CoRR, 2021

Zero-Shot Learning with Deep Neural Networks for Object Recognition.
Proceedings of the Multi-faceted Deep Learning - Models and Data, 2021

2020
Learning More Universal Representations for Transfer-Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Building a Multimodal Entity Linking Dataset From Tweets.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

AVAE: Adversarial Variational Auto Encoder.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning to Segment Dynamic Objects using SLAM Outliers.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Controlling generative models with continuous factors of variations.
Proceedings of the 8th International Conference on Learning Representations, 2020

Multimodal Entity Linking for Tweets.
Proceedings of the Advances in Information Retrieval, 2020

Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
From Classical to Generalized Zero-Shot Learning: A Simple Adaptation Process.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
GPU deformable part model for object recognition.
J. Real Time Image Process., 2018

Learning Finer-class Networks for Universal Representations.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Fast and robust duplicate image detection on the web.
Multim. Tools Appl., 2017

Harnessing noisy Web images for deep representation.
Comput. Vis. Image Underst., 2017

Vision-language integration using constrained local semantic features.
Comput. Vis. Image Underst., 2017

IRIM at TRECVID 2017: Instance Search.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

CEA LIST Participation to the TAC 2017 Event Nugget Track.
Proceedings of the 2017 Text Analysis Conference, 2017

AMECON: Abstract Meta-Concept Features for Text-Illustration.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Scale-Free Content Based Image Retrieval (or Nearly so).
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Désambiguïsation d'entités nommées par apprentissage de modèles d'entités à large échelle.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

Supervised Learning of Entity Disambiguation Models by Negative Sample Selection.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
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).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 2 : TALN (Articles longs), 2016

Cross-modal Classification by Completing Unimodal Representations.
Proceedings of the 2016 ACM workshop on Vision and Language Integration Meets Multimedia Fusion, 2016

Diverse Concept-Level Features for Multi-Object Classification.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Constrained Local Enhancement of Semantic Features by Content-Based Sparsity.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Aggregating Image and Text Quantized Correlated Components.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Image Annotation and Two Paths to Text Illustration.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
On Deep Representation Learning from Noisy Web Images.
CoRR, 2015

Scalable domain adaptation of convolutional neural networks.
CoRR, 2015


CEA LIST Participation at TAC EDL English Diagnostic Task.
Proceedings of the 2015 Text Analysis Conference, 2015

Large-Scale Image Mining with Flickr Groups.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Toward an Automatic Evaluation of Retrieval Performance with Large Scale Image Collections.
Proceedings of the 2015 Workshop on Community-Organized Multimodal Mining: Opportunities for Novel Solutions, 2015

Combining Generic and Specific Information for Cross-modal Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

CEA LIST's participation to the Scalable Concept Image Annotation task of ImageCLEF 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

Effective training of convolutional networks using noisy Web images.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Duplicate image detection in a stream of web visual data.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Increasing Transparency and Privacy for Online Social Network Users - USEMP Value Model, Scoring Framework and Legal.
Proceedings of the Privacy Technologies and Policy - Third Annual Privacy Forum, 2015

2014

2013
Codage des modèles de tags.
Rev. d'Intelligence Artif., 2013


Tag completion based on belief theory and neighbor voting.
Proceedings of the International Conference on Multimedia Retrieval, 2013

CEA LIST@ImageCLEF 2013: Scalable Concept Image Annotation.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Fast shared boosting for large-scale concept detection.
Multim. Tools Appl., 2012


CEA LIST at TRECVID 2012 : Semantic Indexing and instance search.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Multimodal feature generation framework for semantic image classification.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Bag-of-multimedia-words for image classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Locality-constrained and spatially regularized coding for scene categorization.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

CEA LIST's Participation to the Concept Annotation Task of ImageCLEF 2012.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Belief Theory for Large-Scale Multi-label Image Classification.
Proceedings of the Belief Functions: Theory and Applications, 2012

2011
CEA LIST's Participation to Visual Concept Detection Task of ImageCLEF 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Nonparametric Estimation of Fisher Vectors to Aggregate Image Descriptors.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
MM: Modular architecture for multimedia information retrieval.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

Fast shared boosting: Application to large-scale visual concept detection.
Proceedings of the 2010 International Workshop on Content-Based Multimedia Indexing, 2010

2009

Visual Reranking for Image Retrieval over the Wikipedia Corpus.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Multimodal Image Retrieval over a Large Database.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

2008
Conceptual Image Retrieval over the Wikipedia Corpus.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Conceptual Image Retrieval over a Large Scale Database.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
Learning Midlevel Image Features for Natural Scene and Texture Classification.
IEEE Trans. Circuits Syst. Video Technol., 2007

SemanticVox: a multilingual video search engine.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Fischlar-TRECVid-2004: combined text- and image-based searching of video archives.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Pre-Classification for Automatic Image Orientation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Fusing MPEG-7 Visual Descriptors for Image Classification.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Ridgelet-based signatures for natural image classification.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2005

Natural Scene Classification and Retrieval Using Ridgelet-Based Image Signatures.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005

2004
Analyse de scènes naturelles par Composantes Indépendantes.
PhD thesis, 2004

Representation of images for classification with independent features.
Pattern Recognit. Lett., 2004


Relating Visual and Semantic Image Descriptors.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

2003
Classification of images: ICA filters vs human perception.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
Towards the introduction of human perception in a natural scene classification system.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002


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