Sébastien Adam

According to our database, Sébastien Adam authored at least 82 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Dynamic Graph Representation Learning With Neural Networks: A Survey.

Leshanshui Yang, Clément Chatelain, Sébastien Adam

IEEE Access, 2024

2023

Technical report: Graph Neural Networks go Grammatical.

Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam

CoRR, 2023

2022

Real-Time Multimodal Emotion Recognition in Conversation for Multi-Party Interactions.

Sandratra Rasendrasoa, Alexandre Pauchet, Julien Saunier, Sébastien Adam

Proceedings of the International Conference on Multimodal Interaction, 2022

2021

Symbols Detection and Classification using Graph Neural Networks.

Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam

Pattern Recognit. Lett., 2021

Breaking the Limits of Message Passing Graph Neural Networks.

Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine

Proceedings of the 38th International Conference on Machine Learning, 2021

Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective.

Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach.

Guillaume Hoffmann, Muhammet Balcilar, Vincent Tognetti, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Laurent Joubert

J. Comput. Chem., 2020

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks.

Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine

CoRR, 2020

A Named Entity Extraction System for Historical Financial Data.

Wassim Swaileh, Thierry Paquet, Sébastien Adam, Andres Rojas Camacho

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019

Graph Neural Network for Symbol Detection on Document Images.

Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam

Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

2018

Subgraph spotting in graph representations of comic book images.

Thanh Nam Le, Muhammad Muzzamil Luqman, Anjan Dutta, Pierre Héroux, Christophe Rigaud, Clément Guérin, Pasquale Foggia, Jean-Christophe Burie, Jean-Marc Ogier, Josep Lladós, Sébastien Adam

Pattern Recognit. Lett., 2018

Deep neural networks regularization for structured output prediction.

Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam

Neurocomputing, 2018

Fully convolutional network with dilated convolutions for handwritten text line segmentation.

Guillaume Renton, Yann Soullard, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet

Int. J. Document Anal. Recognit., 2018

2017

Graph edit distance contest: Results and future challenges.

Zeina Abu-Aisheh, Benoit Gaüzère, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam

Pattern Recognit. Lett., 2017

New binary linear programming formulation to compute the graph edit distance.

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam

Pattern Recognit., 2017

Neural Networks Regularization Through Class-wise Invariant Representation Learning.

Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam

CoRR, 2017

Spotting L3 slice in CT scans using deep convolutional network and transfer learning.

Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam, Sébastien Thureau, Mathieu Chastan, Romain Modzelewski

Comput. Biol. Medicine, 2017

Handwritten Text Line Segmentation Using Fully Convolutional Network.

Guillaume Renton, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet

Proceedings of the First Workshop of Machine Learning, 2017

2016

Minimum cost subgraph matching using a binary linear program.

Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam

Pattern Recognit. Lett., 2016

The Multiclass ROC Front method for cost-sensitive classification.

Simon Bernard, Clément Chatelain, Sébastien Adam, Robert Sabourin

Pattern Recognit., 2016

Exact Graph Edit Distance Computation Using a Binary Linear Program.

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

The Software Architecture Mapping Framework for Managing Architectural Knowledge.

Sébastien Adam, Alain Abran

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

ROC-based cost-sensitive classification with a reject option.

Clément Dubos, Simon Bernard, Sébastien Adam, Robert Sabourin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep multi-task learning with evolving weights.

Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Language Identification in Document Images.

Philippine Barlas, David Hebert, Clément Chatelain, Sébastien Adam, Thierry Paquet

Proceedings of the Document Recognition and Retrieval XXIII, 2016

Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe.

Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

2015

Graph edit distance : a new binary linear programming formulation.

Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam

CoRR, 2015

Input/Output Deep Architecture for Structured Output Problems.

Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam

CoRR, 2015

An approach for classifying design artifacts.

Sébastien Adam, Ghizlane El-Boussaidi, Alain Abran

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

One-shot field spotting on colored forms using subgraph isomorphism.

Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism.

Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam

Proceedings of the Graph-Based Representations in Pattern Recognition, 2015

2014

Writing Type and Language Identification in Heterogeneous and Complex Documents.

David Hebert, Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents.

Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Détection de tableaux dans des documents complexes.

Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet

Proceedings of the CORIA 2014, 2014

Extraction de zones informatives dans des images de formulaire en couleur.

Maroua Hammami, Pierre Héroux, Sébastien Adam

Proceedings of the CORIA 2014, 2014

Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes.

Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet

Proceedings of the CORIA 2014, 2014

2013

A multi-dimensional approach for analyzing software artifacts.

Sébastien Adam, Ghizlane El-Boussaidi

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Learning to Detect Tables in Scanned Document Images Using Line Information.

Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism.

Pierre Héroux, Pierre Le Bodic, Sébastien Adam

Proceedings of the Graphics Recognition. Current Trends and Challenges, 2013

2012

Dynamic Random Forests.

Simon Bernard, Sébastien Adam, Laurent Heutte

Pattern Recognit. Lett., 2012

An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings.

Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier

Pattern Recognit., 2012

2011

Learning graph prototypes for shape recognition.

Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin

Comput. Vis. Image Underst., 2011

Documents, Graphes et Optimisation Multi-Objectifs. (Documents, graphs and multiobjective optimization).

Sébastien Adam

, 2011

2010

A multi-model selection framework for unknown and/or evolutive misclassification cost problems.

Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet

Pattern Recognit., 2010

Noncost Sensitive SVM Training Using Multiple Model Selection.

Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet

J. Circuits Syst. Comput., 2010

A step toward an adaptive composition of query suggestion approaches.

Gérard Dupont, Aurélien Saint-Réquier, Sébastien Adam, Yves Lecourtier, Bruno Grilhères, Stephan Brunessaux

Proceedings of the Information Interaction in Context Symposium, 2010

A Study of Strength and Correlation in Random Forests.

Simon Bernard, Laurent Heutte, Sébastien Adam

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

Évaluation d'outils de reformulation interactive de requêtes.

Aurélien Saint-Réquier, Gérard Dupont, Sébastien Adam, Yves Lecourtier

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2010

2009

Influence of Hyperparameters on Random Forest Accuracy.

Simon Bernard, Laurent Heutte, Sébastien Adam

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

On the selection of decision trees in Random Forests.

Simon Bernard, Laurent Heutte, Sébastien Adam

Proceedings of the International Joint Conference on Neural Networks, 2009

Towards a Better Understanding of Random Forests through the Study of Strength and Correlation.

Simon Bernard, Laurent Heutte, Sébastien Adam

Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming.

Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

Forest-RK: A New Random Forest Induction Method.

Simon Bernard, Laurent Heutte, Sébastien Adam

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

2007

A general framework for the evaluation of symbol recognition methods.

Ernest Valveny, Philippe Dosch, Adam C. Winstanley, Yu Zhou, Su Yang, Luo Yan, Wenyin Liu, Dave Elliman, Mathieu Delalandre, Éric Trupin, Sébastien Adam, Jean-Marc Ogier

Int. J. Document Anal. Recognit., 2007

Automatic Ground-truth Generation for Document Image Analysis and Understanding.

Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Multi-Objective Optimization for SVM Model Selection.

Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Using Random Forests for Handwritten Digit Recognition.

Simon Bernard, Sébastien Adam, Laurent Heutte

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition.

Romain Raveaux, Eugen Barbu, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin

Proceedings of the Graph-Based Representations in Pattern Recognition, 2007

2006

Approximation of Digital Curves using a Multi-Objective Genetic Algorithm.

Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition.

Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

On defining signatures for the retrieval and the classification of graphical drop caps.

Rudolf Pareti, Nicole Vincent, Surapong Uttama, Jean-Marc Ogier, Jean-Pierre Salmon, Salvatore Tabbone, Laurent Wendling, Sébastien Adam

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

2005

Indexation of Document Images Using Frequent Items.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Pattern Recognition in Information Systems, 2005

Clustering Document Images Using Graph Summaries.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Clustering document images using a bag of symbols representation.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm.

Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin

Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Symbol Recognition Combining Vectorial and Statistical Features.

Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux

Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Graphics Recognition. Ten Years Review and Future Perspectives, 2005

Fouille de graphes et découverte de règles d'association : application à l'analyse d'images de document.

Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

2004

DocMining: A Document Analysis System Builder.

Sébastien Adam, Maurizio Rigamonti, Eric Clavier, Éric Trupin, Jean-Marc Ogier, Karl Tombre, Joël Gardes

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003

A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation.

Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Rémy Mullot

Proceedings of the Pattern Recognition in Information Systems, 2003

Knowledge Representation and Acquisition for Engineering Document Analysis.

Youssouf Saidali, Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Jacques Labiche

Proceedings of the Graphics Recognition, 2003

2002

A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling.

Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Éric Trupin, Jean-Marc Ogier

Proceedings of the Structural, 2002

2001

Interprétation de Documents Techniques : des Outils à leur Intégration dans un Système à Base de Connaissances.

Sébastien Adam

PhD thesis, 2001

A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps.

Sébastien Adam, F. Rousseau, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Jacques Labiche, Joël Gardes

Proceedings of the IEEE International Conference on Acoustics, 2001

A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation.

Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes

Proceedings of the Graphics Recognition Algorithms and Applications, 2001

2000

Symbol and character recognition: application to engineering drawings.

Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Jacques Labiche, Joël Gardes

Int. J. Document Anal. Recognit., 2000

Character Recognition, Orientation, and Scale Estimation Thanks to the Fourier Mellin Transform.

Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Joël Gardes, Jacques Labiche

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

1999

A Multiscale and Multiorientation Recognition Technique Applied to Document Interpretation: Application to the French Telephone Network Maps.

Claude Cariou, Jean-Marc Ogier, Sébastien Adam, Rémy Mullot, Yves Lecourtier, Joël Gardes

Int. J. Pattern Recognit. Artif. Intell., 1999

Similitude Invariant Pattern Recognition on Technical Documents.

Jean-Marc Ogier, Claude Cariou, Sébastien Adam, Joël Gardes, Rémy Mullot, Yves Lecourtier

Proceedings of the 1999 International Conference on Image Processing, 1999

Multi-scaled and Multi-oriented Character Recognition: An Original Strategy.

Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Joël Gardes, Yves Lecourtier

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Combination of Invariant Pattern Recognition Primitives on Technical Documents.

Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes, Rémy Mullot, Yves Lecourtier

Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999

Processing of the Connected Shapes in Raster-to-Vector Conversion Process.

Sébastien Adam, Rémy Mullot, Jean-Marc Ogier, Claude Cariou, Joël Gardes, Yves Lecourtier

Proceedings of the Graphics Recognition, Recent Advances, Third International Workshop, 1999