Sébastien Adam

91 papers A* 4A 8B 8C 3Misc 1Journal 29Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach. ICLR Jason Piquenot, Maxime Berar, Romain Raveaux, Pierre Héroux, Jean-Yves Ramel, Sébastien Adam
2025	—	`conf`	Grammatical Path Network: Unveiling Cycles Through Path Computation. GbRPR Jason Piquenot, Louisa Bouzidi, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
2024	—	`conf`	DspGNN : Une Approche Spectrale de Réseau de Neurones sur Graphes Dynamiques pour la régression des arêtes. EGC Leshanshui Yang, Clément Chatelain, Sébastien Adam
2024	J	`jnl`	Dynamic Graph Representation Learning With Neural Networks: A Survey. IEEE Access Leshanshui Yang, Clément Chatelain, Sébastien Adam
2024	J	`jnl`	Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning. CoRR Jason Piquenot, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
2024	A*	`conf`	G2N2 : Weisfeiler and Lehman go grammatical. ICLR Jason Piquenot, Aldo Moscatelli, Maxime Berar, Pierre Héroux, Romain Raveaux, Jean-Yves Ramel, Sébastien Adam
2024	J	`jnl`	Graph node matching for edit distance. Pattern Recognit. Lett. Aldo Moscatelli, Jason Piquenot, Maxime Bérar, Pierre Héroux, Sébastien Adam
2024	J	`jnl`	Temporal receptive field in dynamic graph learning: A comprehensive analysis. CoRR Yannis Karmim, Leshanshui Yang, Raphaël Fournier-S'niehotta, Clément Chatelain, Sébastien Adam, Nicolas Thome
2023	J	`jnl`	Dynamic Graph Representation Learning with Neural Networks: A Survey. CoRR Leshanshui Yang, Sébastien Adam, Clément Chatelain
2023	J	`jnl`	Technical report: Graph Neural Networks go Grammatical. CoRR Jason Piquenot, Aldo Moscatelli, Maxime Bérar, Pierre Héroux, Jean-Yves Ramel, Romain Raveaux, Sébastien Adam
2022	B	`conf`	Real-Time Multimodal Emotion Recognition in Conversation for Multi-Party Interactions. ICMI Sandratra Rasendrasoa, Alexandre Pauchet, Julien Saunier, Sébastien Adam
2021	A*	`conf`	Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. ICLR Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
2021	A*	`conf`	Breaking the Limits of Message Passing Graph Neural Networks. ICML Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
2021	J	`jnl`	Breaking the Limits of Message Passing Graph Neural Networks. CoRR Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Pascal Vasseur, Sébastien Adam, Paul Honeine
2021	J	`jnl`	Symbols Detection and Classification using Graph Neural Networks. Pattern Recognit. Lett. Guillaume Renton, Muhammet Balcilar, Pierre Héroux, Benoit Gaüzère, Paul Honeine, Sébastien Adam
2020	B	`conf`	A Named Entity Extraction System for Historical Financial Data. DAS Wassim Swaileh, Thierry Paquet, Sébastien Adam, Andres Rojas Camacho
2020	J	`jnl`	Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. CoRR Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Paul Honeine
2020	J	`jnl`	Predicting experimental electrophilicities from quantum and topological descriptors: A machine learning approach. J. Comput. Chem. Guillaume Hoffmann, Muhammet Balcilar, Vincent Tognetti, Pierre Héroux, Benoit Gaüzère, Sébastien Adam, Laurent Joubert
2019	—	`conf`	Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam
2018	J	`jnl`	Deep neural networks regularization for structured output prediction. Neurocomputing Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
2018	J	`jnl`	Fully convolutional network with dilated convolutions for handwritten text line segmentation. Int. J. Document Anal. Recognit. Guillaume Renton, Yann Soullard, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
2018	J	`jnl`	Subgraph spotting in graph representations of comic book images. Pattern Recognit. Lett. 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
2017	J	`jnl`	Graph edit distance contest: Results and future challenges. Pattern Recognit. Lett. Zeina Abu-Aisheh, Benoit Gaüzère, Sébastien Bougleux, Jean-Yves Ramel, Luc Brun, Romain Raveaux, Pierre Héroux, Sébastien Adam
2017	—	`conf`	Handwritten Text Line Segmentation Using Fully Convolutional Network. WML@ICDAR Guillaume Renton, Clément Chatelain, Sébastien Adam, Christopher Kermorvant, Thierry Paquet
2017	J	`jnl`	Neural Networks Regularization Through Class-wise Invariant Representation Learning. CoRR Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
2017	J	`jnl`	New binary linear programming formulation to compute the graph edit distance. Pattern Recognit. Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
2017	J	`jnl`	Spotting L3 slice in CT scans using deep convolutional network and transfer learning. Comput. Biol. Medicine Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam, Sébastien Thureau, Mathieu Chastan, Romain Modzelewski
2016	B	`conf`	Deep multi-task learning with evolving weights. ESANN Soufiane Belharbi, Romain Hérault, Clément Chatelain, Sébastien Adam
2016	—	`conf`	Exact Graph Edit Distance Computation Using a Binary Linear Program. S+SSPR Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
2016	—	`conf`	Language Identification in Document Images. Document Recognition and Retrieval Philippine Barlas, David Hebert, Clément Chatelain, Sébastien Adam, Thierry Paquet
2016	—	`conf`	Localisation automatique de champs de saisie sur des images de formulaires couleur par isomorphisme de sous-graphe. CORIA-CIFED Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
2016	J	`jnl`	Minimum cost subgraph matching using a binary linear program. Pattern Recognit. Lett. Julien Lerouge, Maroua Hammami, Pierre Héroux, Sébastien Adam
2016	B	`conf`	ROC-based cost-sensitive classification with a reject option. ICPR Clément Dubos, Simon Bernard, Sébastien Adam, Robert Sabourin
2016	J	`jnl`	The Multiclass ROC Front method for cost-sensitive classification. Pattern Recognit. Simon Bernard, Clément Chatelain, Sébastien Adam, Robert Sabourin
2016	C	`conf`	The Software Architecture Mapping Framework for Managing Architectural Knowledge. SEKE Sébastien Adam, Alain Abran
2015	C	`conf`	An approach for classifying design artifacts. SEKE Sébastien Adam, Ghizlane El-Boussaidi, Alain Abran
2015	—	`conf`	GEM++: A Tool for Solving Substitution-Tolerant Subgraph Isomorphism. GbRPR Julien Lerouge, Pierre Le Bodic, Pierre Héroux, Sébastien Adam
2015	J	`jnl`	Graph edit distance : a new binary linear programming formulation. CoRR Julien Lerouge, Zeina Abu-Aisheh, Romain Raveaux, Pierre Héroux, Sébastien Adam
2015	J	`jnl`	Input/Output Deep Architecture for Structured Output Problems. CoRR Soufiane Belharbi, Clément Chatelain, Romain Hérault, Sébastien Adam
2015	A	`conf`	One-shot field spotting on colored forms using subgraph isomorphism. ICDAR Maroua Hammami, Pierre Héroux, Sébastien Adam, Vincent Poulain D'Andecy
2014	B	`conf`	A Typed and Handwritten Text Block Segmentation System for Heterogeneous and Complex Documents. Document Analysis Systems Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
2014	—	`conf`	Détection de tableaux dans des documents complexes. CORIA-CIFED Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
2014	—	`conf`	Détection et segmentation des blocs de texte manuscrits et imprimés dans des documents complexes. CORIA-CIFED Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet
2014	—	`conf`	Extraction de zones informatives dans des images de formulaire en couleur. CORIA-CIFED Maroua Hammami, Pierre Héroux, Sébastien Adam
2014	B	`conf`	Writing Type and Language Identification in Heterogeneous and Complex Documents. ICFHR David Hebert, Philippine Barlas, Clément Chatelain, Sébastien Adam, Thierry Paquet
2013	C	`conf`	A multi-dimensional approach for analyzing software artifacts. SEKE Sébastien Adam, Ghizlane El-Boussaidi
2013	—	`conf`	Datasets for the Evaluation of Substitution-Tolerant Subgraph Isomorphism. GREC Pierre Héroux, Pierre Le Bodic, Sébastien Adam
2013	A	`conf`	Learning to Detect Tables in Scanned Document Images Using Line Information. ICDAR Thotreingam Kasar, Philippine Barlas, Sébastien Adam, Clément Chatelain, Thierry Paquet
2012	J	`jnl`	An integer linear program for substitution-tolerant subgraph isomorphism and its use for symbol spotting in technical drawings. Pattern Recognit. Pierre Le Bodic, Pierre Héroux, Sébastien Adam, Yves Lecourtier
2012	J	`jnl`	Dynamic Random Forests. Pattern Recognit. Lett. Simon Bernard, Sébastien Adam, Laurent Heutte
2011	—	`book`	Documents, Graphes et Optimisation Multi-Objectifs. (Documents, graphs and multiobjective optimization). Sébastien Adam
2011	J	`jnl`	Learning graph prototypes for shape recognition. Comput. Vis. Image Underst. Romain Raveaux, Sébastien Adam, Pierre Héroux, Éric Trupin
2010	—	`conf`	A Study of Strength and Correlation in Random Forests. ICIC (3) Simon Bernard, Laurent Heutte, Sébastien Adam
2010	J	`jnl`	A multi-model selection framework for unknown and/or evolutive misclassification cost problems. Pattern Recognit. Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
2010	—	`conf`	A step toward an adaptive composition of query suggestion approaches. IIiX Gérard Dupont, Aurélien Saint-Réquier, Sébastien Adam, Yves Lecourtier, Bruno Grilhères, Stephan Brunessaux
2010	J	`jnl`	Noncost Sensitive SVM Training Using Multiple Model Selection. J. Circuits Syst. Comput. Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
2010	—	`conf`	Évaluation d'outils de reformulation interactive de requêtes. CORIA Aurélien Saint-Réquier, Gérard Dupont, Sébastien Adam, Yves Lecourtier
2009	—	`conf`	Influence of Hyperparameters on Random Forest Accuracy. MCS Simon Bernard, Laurent Heutte, Sébastien Adam
2009	B	`conf`	On the selection of decision trees in Random Forests. IJCNN Simon Bernard, Laurent Heutte, Sébastien Adam
2009	A	`conf`	Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. ICDAR Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel
2009	—	`conf`	Towards a Better Understanding of Random Forests through the Study of Strength and Correlation. ICIC (2) Simon Bernard, Laurent Heutte, Sébastien Adam
2008	—	`conf`	Forest-RK: A New Random Forest Induction Method. ICIC (2) Simon Bernard, Laurent Heutte, Sébastien Adam
2007	—	`conf`	A Graph Classification Approach Using a Multi-objective Genetic Algorithm Application to Symbol Recognition. GbRPR Romain Raveaux, Eugen Barbu, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
2007	J	`jnl`	A general framework for the evaluation of symbol recognition methods. Int. J. Document Anal. Recognit. Ernest Valveny, Philippe Dosch, Adam C. Winstanley, Yu Zhou, Su Yang, Yan Luo, Wenyin Liu, Dave Elliman, Mathieu Delalandre, Éric Trupin, Sébastien Adam, Jean-Marc Ogier
2007	A	`conf`	Automatic Ground-truth Generation for Document Image Analysis and Understanding. ICDAR Pierre Héroux, Eugen Barbu, Sébastien Adam, Éric Trupin
2007	A	`conf`	Multi-Objective Optimization for SVM Model Selection. ICDAR Clément Chatelain, Sébastien Adam, Yves Lecourtier, Laurent Heutte, Thierry Paquet
2007	A	`conf`	Using Random Forests for Handwritten Digit Recognition. ICDAR Simon Bernard, Sébastien Adam, Laurent Heutte
2006	—	`conf`	Approximation of Digital Curves using a Multi-Objective Genetic Algorithm. ICPR (2) Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
2006	—	`conf`	Graph Classification Using Genetic Algorithm and Graph Probing Application to Symbol Recognition. ICPR (3) Eugen Barbu, Romain Raveaux, Hervé Locteau, Sébastien Adam, Pierre Héroux, Éric Trupin
2006	—	`conf`	On defining signatures for the retrieval and the classification of graphical drop caps. DIAL Rudolf Pareti, Nicole Vincent, Surapong Uttama, Jean-Marc Ogier, Jean-Pierre Salmon, Salvatore Tabbone, Laurent Wendling, Sébastien Adam
2005	—	`conf`	Clustering Document Images Using Graph Summaries. MLDM Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	A	`conf`	Clustering document images using a bag of symbols representation. ICDAR Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	—	`conf`	Fouille de graphes et découverte de règles d'association : application à l'analyse d'images de document. EGC Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	—	`conf`	Indexation of Document Images Using Frequent Items. PRIS Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2005	—	`conf`	Polygonal Approximation of Digital Curves Using a Multi-objective Genetic Algorithm. GREC Hervé Locteau, Romain Raveaux, Sébastien Adam, Yves Lecourtier, Pierre Héroux, Éric Trupin
2005	—	`conf`	Symbol Recognition Combining Vectorial and Statistical Features. GREC Hervé Locteau, Sébastien Adam, Éric Trupin, Jacques Labiche, Pierre Héroux
2005	—	`conf`	Using Bags of Symbols for Automatic Indexing of Graphical Document Image Databases. GREC Eugen Barbu, Pierre Héroux, Sébastien Adam, Éric Trupin
2004	B	`conf`	DocMining: A Document Analysis System Builder. Document Analysis Systems Sébastien Adam, Maurizio Rigamonti, Eric Clavier, Éric Trupin, Jean-Marc Ogier, Karl Tombre, Joël Gardes
2003	—	`conf`	A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation. PRIS Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Rémy Mullot
2003	—	`conf`	Knowledge Representation and Acquisition for Engineering Document Analysis. GREC Youssouf Saidali, Sébastien Adam, Jean-Marc Ogier, Éric Trupin, Jacques Labiche
2002	—	`conf`	A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling. SSPR/SPR Mathieu Delalandre, Pierre Héroux, Sébastien Adam, Éric Trupin, Jean-Marc Ogier
2001	—	`conf`	A Scale and Rotation Parameters Estimator Application to Technical Document Interpretation. GREC Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes
2001	Misc	`conf`	A multi-scale and multi-orientation recognition technique applied to document interpretation application to french telephone network maps. ICASSP Sébastien Adam, F. Rousseau, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Jacques Labiche, Joël Gardes
2001	—	`—`	Interprétation de Documents Techniques : des Outils à leur Intégration dans un Système à Base de Connaissances. Sébastien Adam
2000	—	`conf`	Character Recognition, Orientation, and Scale Estimation Thanks to the Fourier Mellin Transform. SSPR/SPR Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Joël Gardes, Jacques Labiche
2000	J	`jnl`	Symbol and character recognition: application to engineering drawings. Int. J. Document Anal. Recognit. Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Jacques Labiche, Joël Gardes
1999	J	`jnl`	A Multiscale and Multiorientation Recognition Technique Applied to Document Interpretation: Application to the French Telephone Network Maps. Int. J. Pattern Recognit. Artif. Intell. Claude Cariou, Jean-Marc Ogier, Sébastien Adam, Rémy Mullot, Yves Lecourtier, Joël Gardes
1999	—	`conf`	Combination of Invariant Pattern Recognition Primitives on Technical Documents. GREC Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Joël Gardes, Rémy Mullot, Yves Lecourtier
1999	A	`conf`	Multi-scaled and Multi-oriented Character Recognition: An Original Strategy. ICDAR Sébastien Adam, Jean-Marc Ogier, Claude Cariou, Rémy Mullot, Joël Gardes, Yves Lecourtier
1999	—	`conf`	Processing of the Connected Shapes in Raster-to-Vector Conversion Process. GREC Sébastien Adam, Rémy Mullot, Jean-Marc Ogier, Claude Cariou, Joël Gardes, Yves Lecourtier
1999	—	`conf`	Similitude Invariant Pattern Recognition on Technical Documents. ICIP (1) Jean-Marc Ogier, Claude Cariou, Sébastien Adam, Joël Gardes, Rémy Mullot, Yves Lecourtier