Sébastien Adam

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 32

Top Venues

CoRR

CORIA-CIFED

Pattern Recognit. Lett.

SEKE

University of Rouen, France (PHD)

Education History

University of Rouen, France

PHD

Publications

Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
Technical report: Graph Neural Networks go Grammatical. CoRR (2023)
Leshanshui Yang, Sébastien Adam, Clément Chatelain
Dynamic Graph Representation Learning with Neural Networks: A Survey. CoRR (2023)
Sandratra Rasendrasoa, Alexandre Pauchet, Julien Saunier, Sébastien Adam
Real-Time Multimodal Emotion Recognition in Conversation for Multi-Party Interactions. ICMI (2022)
Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
Breaking the Limits of Message Passing Graph Neural Networks. CoRR (2021)
Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. ICLR (2021)
Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam
Symbols Detection and Classification using Graph Neural Networks. Pattern Recognit. Lett. 152 (2021)
Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
Breaking the Limits of Message Passing Graph Neural Networks. ICML (2021)
Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. CoRR (2020)
Guillaume Hoffmann, Muhammet Balcilar, Vincent Tognetti, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Laurent Joubert
Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach. J. Comput. Chem. 41 (24) (2020)
Wassim Swaileh, Thierry Paquet, Sébastien Adam, Andres Rojas Camacho
A Named Entity Extraction System for Historical Financial Data. DAS (2020)
Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam
Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR (2019)
Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
Deep neural networks regularization for structured output prediction. Neurocomputing 281 (2018)
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
Subgraph spotting in graph representations of comic book images. Pattern Recognit. Lett. 112 (2018)
Guillaume Renton, Yann Soullard, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
Fully convolutional network with dilated convolutions for handwritten text line segmentation. Int. J. Document Anal. Recognit. 21 (3) (2018)
Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
New binary linear programming formulation to compute the graph edit distance. Pattern Recognit. 72 (2017)
Zeina Abu-Aisheh, Benoit Gaüzère, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam
Graph edit distance contest: Results and future challenges. Pattern Recognit. Lett. 100 (2017)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam, Sébastien Thureau, Mathieu Chastan, Romain Modzelewski
Spotting L3 slice in CT scans using deep convolutional network and transfer learning. Comput. Biol. Medicine 87 (2017)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
Neural Networks Regularization Through Class-wise Invariant Representation Learning. CoRR (2017)
Guillaume Renton, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
Handwritten Text Line Segmentation Using Fully Convolutional Network. WML@ICDAR (2017)
Clement Dubos, Simon Bernard, Sébastien Adam, Robert Sabourin
ROC-based cost-sensitive classification with a reject option. ICPR (2016)
Sébastien Adam, Alain Abran
The Software Architecture Mapping Framework for Managing Architectural Knowledge. SEKE (2016)
Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
Deep multi-task learning with evolving weights. ESANN (2016)
Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
Exact Graph Edit Distance Computation Using a Binary Linear Program. S+SSPR (2016)
Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam
Minimum cost subgraph matching using a binary linear program. Pattern Recognit. Lett. 71 (2016)
Philippine Barlas, David Hebert, Clément Chatelain, Sébastien Adam, Thierry Paquet
Language Identification in Document Images. Document Recognition and Retrieval (2016)
Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe. CORIA-CIFED (2016)
Simon Bernard, Clément Chatelain, Sébastien Adam, Robert Sabourin
The Multiclass ROC Front method for cost-sensitive classification. Pattern Recognit. 52 (2016)
Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
One-shot field spotting on colored forms using subgraph isomorphism. ICDAR (2015)
Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam
GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism. GbRPR (2015)
Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
Graph edit distance : a new binary linear programming formulation. CoRR (2015)
Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
Input/Output Deep Architecture for Structured Output Problems. CoRR (2015)
Sébastien Adam, Ghizlane El-Boussaidi, Alain Abran
An approach for classifying design artifacts. SEKE (2015)
Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents. Document Analysis Systems (2014)
David Hebert, Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet
Writing Type and Language Identification in Heterogeneous and Complex Documents. ICFHR (2014)
Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
Détection de tableaux dans des documents complexes. CORIA-CIFED (2014)
Maroua Hammami, Pierre Héroux, Sébastien Adam
Extraction de zones informatives dans des images de formulaire en couleur. CORIA-CIFED (2014)
Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet
Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes. CORIA-CIFED (2014)
Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
Learning to Detect Tables in Scanned Document Images Using Line Information. ICDAR (2013)
Sébastien Adam, Ghizlane El-Boussaidi
A multi-dimensional approach for analyzing software artifacts. SEKE (2013)
Pierre Héroux, Pierre Le Bodic, Sébastien Adam
Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism. GREC (2013)
Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier
An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings. Pattern Recognit. 45 (12) (2012)
Simon Bernard, Sébastien Adam, Laurent Heutte
Dynamic Random Forests. Pattern Recognit. Lett. 33 (12) (2012)
Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin
Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. 115 (7) (2011)
Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
A multi-model selection framework for unknown and/or evolutive misclassification cost problems. Pattern Recognit. 43 (3) (2010)
Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
Noncost Sensitive SVM Training Using Multiple Model Selection. J. Circuits Syst. Comput. 19 (1) (2010)
Simon Bernard, Laurent Heutte, Sébastien Adam
A Study of Strength and Correlation in Random Forests. ICIC (3) (2010)
Aurélien Saint-Réquier, Gérard Dupont, Sébastien Adam, Yves Lecourtier
Évaluation d'outils de reformulation interactive de requêtes. CORIA (2010)
Gérard Dupont, Aurélien Saint-Réquier, Sébastien Adam, Yves Lecourtier, Bruno Grilhères, Stephan Brunessaux
A step toward an adaptive composition of query suggestion approaches. IIiX (2010)
Simon Bernard, Laurent Heutte, Sébastien Adam
On the selection of decision trees in Random Forests. IJCNN (2009)
Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel
Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. ICDAR (2009)
Simon Bernard, Laurent Heutte, Sébastien Adam
Towards a Better Understanding of Random Forests through the Study of Strength and Correlation. ICIC (2) (2009)
Simon Bernard, Laurent Heutte, Sébastien Adam
Influence of Hyperparameters on Random Forest Accuracy. MCS (2009)
Simon Bernard, Laurent Heutte, Sébastien Adam
Forest-RK: A New Random Forest Induction Method. ICIC (2) (2008)
Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
Multi-Objective Optimization for SVM Model Selection. ICDAR (2007)
Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin
Automatic Ground-truth Generation for Document Image Analysis and Understanding. ICDAR (2007)
Romain Raveaux, Eugen Barbu, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition. GbRPR (2007)
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
A general framework for the evaluation of symbol recognition methods. Int. J. Document Anal. Recognit. 9 (1) (2007)
Simon Bernard, Sébastien Adam, Laurent Heutte
Using Random Forests for Handwritten Digit Recognition. ICDAR (2007)
Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
Approximation of Digital Curves using a Multi-Objective Genetic Algorithm. ICPR (2) (2006)
Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition. ICPR (3) (2006)
Rudolf Pareti, Nicole Vincent, Surapong Uttama, Jean-Marc Ogier, Jean-Pierre Salmon, Salvatore Tabbone, Laurent Wendling, Sébastien Adam
On defining signatures for the retrieval and the classification of graphical drop caps. DIAL (2006)
Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm. GREC (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases. GREC (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Clustering document images using a bag of symbols representation. ICDAR (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Fouille de graphes et découverte de règles d'association : application à l'analyse d'images de document. EGC (2005)
Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux
Symbol Recognition Combining Vectorial and Statistical Features. GREC (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Clustering Document Images Using Graph Summaries. MLDM (2005)
Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
Indexation of Document Images Using Frequent Items. PRIS (2005)
Sébastien Adam, Maurizio Rigamonti, Eric Clavier, Éric Trupin, Jean-Marc Ogier, Karl Tombre, Joël Gardes
DocMining: A Document Analysis System Builder. Document Analysis Systems (2004)
Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Rémy Mullot
A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation. PRIS (2003)
Youssouf Saidali, Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Jacques Labiche
Knowledge Representation and Acquisition for Engineering Document Analysis. GREC (2003)
Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Éric Trupin, Jean-Marc Ogier
A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling. SSPR/SPR (2002)
Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes
A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation. GREC (2001)
Sébastien Adam, F. Rousseau, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Jacques Labiche, Joël Gardes
A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps. ICASSP (2001)
Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Jacques Labiche, Joël Gardes
Symbol and character recognition: application to engineering drawings. Int. J. Document Anal. Recognit. 3 (2) (2000)
Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Joël Gardes, Jacques Labiche
Character Recognition, Orientation, and Scale Estimation Thanks to the Fourier Mellin Transform. SSPR/SPR (2000)
Jean-Marc Ogier, Claude Cariou, Sébastien Adam, Joël Gardes, Rémy Mullot, Yves Lecourtier
Similitude Invariant Pattern Recognition on Technical Documents. ICIP (1) (1999)
Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Joël Gardes, Yves Lecourtier
Multi-scaled and Multi-oriented Character Recognition: An Original Strategy. ICDAR (1999)
Claude Cariou, Jean-Marc Ogier, Sébastien Adam, Rémy Mullot, Yves Lecourtier, Joël Gardes
A Multiscale and Multiorientation Recognition Technique Applied to Document Interpretation: Application to the French Telephone Network Maps. Int. J. Pattern Recognit. Artif. Intell. 13 (8) (1999)
Sébastien Adam, Rémy Mullot, Jean-Marc Ogier, Claude Cariou, Joël Gardes, Yves Lecourtier
Processing of the Connected Shapes in Raster-to-Vector Conversion Process. GREC (1999)
Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes, Rémy Mullot, Yves Lecourtier
Combination of Invariant Pattern Recognition Primitives on Technical Documents. GREC (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sébastien Adam