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ORCIDSébastien Adam
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- affiliation: University of Rouen, France
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2020 – today
- 2024
[j20]Leshanshui Yang
, Clément Chatelain, Sébastien Adam:
Dynamic Graph Representation Learning With Neural Networks: A Survey. IEEE Access 12: 43460-43484 (2024)- [j19]Aldo Moscatelli, Jason Piquenot, Maxime Bérar, Pierre Héroux, Sébastien Adam:
Graph node matching for edit distance. Pattern Recognit. Lett. 184: 14-20 (2024) - [c58]Leshanshui Yang, Clément Chatelain, Sébastien Adam:
DspGNN : Une Approche Spectrale de Réseau de Neurones sur Graphes Dynamiques pour la régression des arêtes. EGC 2024: 215-222 - [c57]Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam:
G2N2 : Weisfeiler and Lehman go grammatical. ICLR 2024 - [i9]Yannis Karmim, Leshanshui Yang, Raphaël Fournier S'Niehotta, Clément Chatelain, Sébastien Adam, Nicolas Thome:
Temporal receptive field in dynamic graph learning: A comprehensive analysis. CoRR abs/2407.12370 (2024) - [i8]Jason Piquenot, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam:
Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning. CoRR abs/2410.01661 (2024) - 2023
- [i7]Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam:
Technical report: Graph Neural Networks go Grammatical. CoRR abs/2303.01590 (2023) - [i6]Leshanshui Yang, Sébastien Adam, Clément Chatelain:
Dynamic Graph Representation Learning with Neural Networks: A Survey. CoRR abs/2304.05729 (2023) - 2022
- [c56]Sandratra Rasendrasoa, Alexandre Pauchet, Julien Saunier, Sébastien Adam:
Real-Time Multimodal Emotion Recognition in Conversation for Multi-Party Interactions. ICMI 2022: 395-403 - 2021
- [j18]Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam:
Symbols Detection and Classification using Graph Neural Networks. Pattern Recognit. Lett. 152: 391-397 (2021) - [c55]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 - [c54]Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine:
Breaking the Limits of Message Passing Graph Neural Networks. ICML 2021: 599-608 - [i5]Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine:
Breaking the Limits of Message Passing Graph Neural Networks. CoRR abs/2106.04319 (2021) - 2020
- [j17]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): 2124-2136 (2020) - [c53]Wassim Swaileh, Thierry Paquet, Sébastien Adam, Andres Rojas Camacho:
A Named Entity Extraction System for Historical Financial Data. DAS 2020: 324-340 - [i4]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 abs/2003.11702 (2020)
2010 – 2019
- 2019
- [c52]Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam:
Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR 2019: 62-67 - 2018
- [j16]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): 177-186 (2018) - [j15]Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam:
Deep neural networks regularization for structured output prediction. Neurocomputing 281: 169-177 (2018) - [j14]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: 118-124 (2018) - 2017
- [j13]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: 95-103 (2017) - [j12]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: 254-265 (2017) - [j11]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: 96-103 (2017) - [c51]Guillaume Renton, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet:
Handwritten Text Line Segmentation Using Fully Convolutional Network. WML@ICDAR 2017: 5-9 - [i3]Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam:
Neural Networks Regularization Through Class-wise Invariant Representation Learning. CoRR abs/1709.01867 (2017) - 2016
- [j10]Simon Bernard, Clément Chatelain, Sébastien Adam, Robert Sabourin:
The Multiclass ROC Front method for cost-sensitive classification. Pattern Recognit. 52: 46-60 (2016) - [j9]Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam:
Minimum cost subgraph matching using a binary linear program. Pattern Recognit. Lett. 71: 45-51 (2016) - [c50]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: 381-396 - [c49]Philippine Barlas, David Hebert, Clément Chatelain, Sébastien Adam, Thierry Paquet:
Language Identification in Document Images. Document Recognition and Retrieval 2016: 1-16 - [c48]Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam:
Deep multi-task learning with evolving weights. ESANN 2016 - [c47]Clément Dubos, Simon Bernard, Sébastien Adam, Robert Sabourin:
ROC-based cost-sensitive classification with a reject option. ICPR 2016: 3320-3325 - [c46]Sébastien Adam, Alain Abran:
The Software Architecture Mapping Framework for Managing Architectural Knowledge. SEKE 2016: 357-362 - [c45]Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam:
Exact Graph Edit Distance Computation Using a Binary Linear Program. S+SSPR 2016: 485-495 - 2015
- [c44]Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam:
GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism. GbRPR 2015: 128-137 - [c43]Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy:
One-shot field spotting on colored forms using subgraph isomorphism. ICDAR 2015: 586-590 - [c42]Sébastien Adam, Ghizlane El-Boussaidi, Alain Abran:
An approach for classifying design artifacts. SEKE 2015: 164-167 - [i2]Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam:
Input/Output Deep Architecture for Structured Output Problems. CoRR abs/1504.07550 (2015) - [i1]Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam:
Graph edit distance : a new binary linear programming formulation. CoRR abs/1505.05740 (2015) - 2014
- [c41]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: 125-137 - [c40]Maroua Hammami, Pierre Héroux, Sébastien Adam:
Extraction de zones informatives dans des images de formulaire en couleur. CORIA-CIFED 2014: 171-184 - [c39]Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet:
Détection de tableaux dans des documents complexes. CORIA-CIFED 2014: 363-366 - [c38]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: 46-50 - [c37]David Hebert, Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet:
Writing Type and Language Identification in Heterogeneous and Complex Documents. ICFHR 2014: 411-416 - 2013
- [c36]Pierre Héroux, Pierre Le Bodic, Sébastien Adam:
Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism. GREC 2013: 240-251 - [c35]Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet:
Learning to Detect Tables in Scanned Document Images Using Line Information. ICDAR 2013: 1185-1189 - [c34]Sébastien Adam, Ghizlane El-Boussaidi:
A multi-dimensional approach for analyzing software artifacts. SEKE 2013: 650-655 - 2012
- [j8]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): 4214-4224 (2012) - [j7]Simon Bernard, Sébastien Adam, Laurent Heutte:
Dynamic Random Forests. Pattern Recognit. Lett. 33(12): 1580-1586 (2012) - 2011
- [b2]Sébastien Adam:
Documents, Graphes et Optimisation Multi-Objectifs. (Documents, graphs and multiobjective optimization). University of Rouen, France, 2011 - [j6]Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin:
Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. 115(7): 905-918 (2011) - 2010
- [j5]Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet:
Noncost Sensitive SVM Training Using Multiple Model Selection. J. Circuits Syst. Comput. 19(1): 231-242 (2010) - [j4]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): 815-823 (2010) - [c33]Aurélien Saint-Réquier, Gérard Dupont, Sébastien Adam, Yves Lecourtier:
Évaluation d'outils de reformulation interactive de requêtes. CORIA 2010: 223-238 - [c32]Simon Bernard, Laurent Heutte, Sébastien Adam:
A Study of Strength and Correlation in Random Forests. ICIC (3) 2010: 186-191 - [c31]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: 271-276
2000 – 2009
- 2009
- [c30]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: 1320-1324 - [c29]Simon Bernard, Laurent Heutte, Sébastien Adam:
Towards a Better Understanding of Random Forests through the Study of Strength and Correlation. ICIC (2) 2009: 536-545 - [c28]Simon Bernard, Laurent Heutte, Sébastien Adam:
On the selection of decision trees in Random Forests. IJCNN 2009: 302-307 - [c27]Simon Bernard, Laurent Heutte, Sébastien Adam:
Influence of Hyperparameters on Random Forest Accuracy. MCS 2009: 171-180 - 2008
- [c26]Simon Bernard, Laurent Heutte, Sébastien Adam:
Forest-RK: A New Random Forest Induction Method. ICIC (2) 2008: 430-437 - 2007
- [j3]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): 59-74 (2007) - [c25]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: 361-370 - [c24]Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet:
Multi-Objective Optimization for SVM Model Selection. ICDAR 2007: 427-431 - [c23]Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin:
Automatic Ground-truth Generation for Document Image Analysis and Understanding. ICDAR 2007: 476-480 - [c22]Simon Bernard, Sébastien Adam, Laurent Heutte:
Using Random Forests for Handwritten Digit Recognition. ICDAR 2007: 1043-1047 - 2006
- [c21]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: 220-231 - [c20]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: 296-299 - [c19]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: 716-719 - 2005
- [c18]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: 463-468 - [c17]Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux:
Symbol Recognition Combining Vectorial and Statistical Features. GREC 2005: 76-87 - [c16]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases. GREC 2005: 195-205 - [c15]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: 300-311 - [c14]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Clustering document images using a bag of symbols representation. ICDAR 2005: 1216-1220 - [c13]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Clustering Document Images Using Graph Summaries. MLDM 2005: 194-202 - [c12]Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin:
Indexation of Document Images Using Frequent Items. PRIS 2005: 164-173 - 2004
- [c11]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: 472-483 - 2003
- [c10]Youssouf Saidali, Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Jacques Labiche:
Knowledge Representation and Acquisition for Engineering Document Analysis. GREC 2003: 25-37 - [c9]Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Rémy Mullot:
A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation. PRIS 2003: 31-37 - 2002
- [c8]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: 281-290 - 2001
- [b1]Sébastien Adam:
Interprétation de Documents Techniques : des Outils à leur Intégration dans un Système à Base de Connaissances. University of Rouen, France, 2001 - [c7]Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes:
A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation. GREC 2001: 266-272 - [c6]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: 1509-1512 - 2000
- [j2]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): 89-101 (2000) - [c5]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: 472-481
1990 – 1999
- 1999
- [j1]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): 1201-1218 (1999) - [c4]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: 28-38 - [c3]Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes, Rémy Mullot, Yves Lecourtier:
Combination of Invariant Pattern Recognition Primitives on Technical Documents. GREC 1999: 238-245 - [c2]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: 45-48 - [c1]Jean-Marc Ogier, Claude Cariou, Sébastien Adam, Joël Gardes, Rémy Mullot, Yves Lecourtier:
Similitude Invariant Pattern Recognition on Technical Documents. ICIP (1) 1999: 570-574
Coauthor Index
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