Benoit Gaüzère
52
Documents
Publications
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Maximal Independent Sets for Pooling in Graph Neural Networks13th IAPR-TC15 International Workshop on Graph-Based Representations in Pattern Recognition (GbR 2023), Sep 2023, Vietri Sul Mare, Italy
Conference papers
hal-04160860v1
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Bridging Distinct Spaces in Graph-based Machine Learning7th Asian Conference on Pattern Recognition (ACPR2023), Nov 2023, Kitakyushu, Japan
Conference papers
hal-04194644v1
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A differentiable approximation for the Linear Sum Assignment Problem with Edition26th International Conference on Pattern Recognition, Aug 2022, Montréal, France
Conference papers
hal-03768664v1
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Normalizing Flow appliqué aux problèmes de pré-image de noyau24-ème Conférence d’Apprentissage automatique (CAp), Jul 2022, Vannes, France. pp.1-10
Conference papers
hal-03749104v1
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Ensemble de sommets indépendant maximal appliqué au pooling sur graphesCongrès Reconnaissance des Formes, Image, Apprentissage et Perception ( RFIAP), Jul 2022, VANNES, France
Conference papers
hal-03696263v1
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Maximal Independent Vertex Set applied to Graph PoolingStructural and Syntactic Pattern Recognition (SSPR), Aug 2022, Montréal, Canada
Conference papers
hal-03739114v1
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A Graph Pre-image Method Based on Graph Edit DistancesProceedings of IAPR Joint International Workshops on Statistical techniques in Pattern Recognition (SPR 2020) and Structural and Syntactic Pattern Recognition (SSPR 2020)., Jan 2021, Venise, Italy. ⟨10.1007/978-3-030-73973-7_21⟩
Conference papers
hal-03128660v2
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A Metric Learning Approach to Graph Edit Costs for RegressionProceedings of IAPR Joint International Workshops on Statistical techniques in Pattern Recognition (SPR 2020) and Structural and Syntactic Pattern Recognition (SSPR 2020), Jan 2021, Venise, Italy. ⟨10.1007/978-3-030-73973-7_23⟩
Conference papers
hal-03128664v1
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Analyzing the Expressive Power of Graph Neural Networks in a Spectral PerspectiveProceedings of the International Conference on Learning Representations (ICLR), May 2021, Vienna, Austria
Conference papers
hal-03135633v1
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Spectral-designed depthwise separable graph neural networksProceedings of Thirty-seventh International Conference on Machine Learning (ICML 2020) - Workshop on Graph Representation Learning and Beyond (GRL+ 2020), Jul 2020, Vienna, Austria
Conference papers
hal-03088372v1
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Graph Neural Network for Symbol Detection on Document Images13th IAPR International Workshop on Graphics Recognition, Sep 2019, Sydney, Australia
Conference papers
hal-02490877v1
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Generalized Median Graph via Iterative Alternate MinimizationsIAPR International workshop on Graph-Based Representation in Pattern Recognition, Donatello Conte, Jean-Yves Ramel,, Jun 2019, Tours, France. pp.99-109, ⟨10.1007/978-3-030-20081-7_10⟩
Conference papers
hal-02162838v1
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Approximate Graph Edit Distance by Several Local Searches in Parallel7th International Conference on Pattern Recognition Applications and Methods, Jan 2018, Funchal, Madeira, Portugal
Conference papers
hal-01664529v1
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Apprentissage profond pour l'approximation d'une distance d'édition entre graphesConférence sur l'Apprentissage Automatique, Jun 2018, Rouen, France
Conference papers
hal-02057866v1
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A Hungarian Algorithm for Error-Correcting Graph Matching11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition (GbRPR 2017), Pasquale Foggia, May 2017, AnaCapri, Italy. pp.118-127, ⟨10.1007/978-3-319-58961-9_11⟩
Conference papers
hal-01540920v1
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Appariement d’ensembles avec édition : Application à la distance d’édition bipartie entre graphes20ème Congrès National sur la Reconnaissance des Formes et l'Intelligence Artificielle, Jun 2016, Clermont Ferrand, France
Conference papers
hal-01613979v1
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Approximating Graph Edit Distance using GNCCPStructural, Syntactic, and Statistical Pattern Recognition, Nov 2016, Mérida, Mexico. pp.496--506
Conference papers
hal-01418936v1
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Graph Edit Distance as a Quadratic ProgramICPR 2016 23rd International Conference on Pattern Recognition, Dec 2016, Cancun, Mexico
Conference papers
hal-01418937v1
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Human Tracking Using a Top-Down and Knowledge Based ApproachInternational Conference on Image Analysis and Processing, 2015, Genova, France. pp.257-267
Conference papers
hal-02128516v1
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Human action recognition using an improved string edit distance2015 12th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Aug 2015, Karlsruhe, Germany. pp.1-6
Conference papers
hal-02128518v1
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Semantic Web Technologies for Object Tracking and Video AnalyticsAdvances in Visual Computing, 2015, Las Vegas, United States. pp.574-585
Conference papers
hal-02128521v1
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Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure DistanceGraph-Based Representation in Pattern Recognition, Cheng-Lin Liu ; Bin Luo; Walter G. Kropatsch; Jian Cheng, May 2015, Bejing, China. pp.188 - 197, ⟨10.1007/978-3-319-18224-7_19⟩
Conference papers
hal-01389626v1
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Représentation des cycles d'une molécule sous forme d'hypergrapheReconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France
Conference papers
hal-00989071v1
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Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of WalksStructural, Syntactic, and Statistical Pattern Recognition (S+SSPR),, Aug 2014, Joensuu, Finland. pp.73-82
Conference papers
hal-01066384v1
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Graph kernel encoding substituents' relative positioningInternational Conference on Pattern Recognition (ICPR), Aug 2014, Stockholm, Sweden. 6 p
Conference papers
hal-01066389v1
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A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition9th IAPR - TC 15 workshop on Graph Based Repesentations in Pattern Recognition, May 2013, Vienne, Austria. pp.81
Conference papers
hal-00829226v1
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A new hypergraph molecular representation6 ièmes Journées de la Chémoinformatique., Oct 2013, Nancy, France. pp.1
Conference papers
hal-00867298v1
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Relevant Cycle Hypergraph Representation for Molecules9th IAPR-TC-15 Graph-Based Representations in Pattern Recognition, May 2013, Austria. pp.111
Conference papers
hal-00829227v1
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Graph Kernels Based on Relevant Patterns and Cycle Information for ChemoinformaticsInternational Conference on Pattern Recognition (ICPR) 2012, Nov 2012, Tsukuba, Japan. pp.000-0000
Conference papers
hal-00768652v1
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Implicit and Explicit Graph Embedding: Comparison of both Approaches on Chemoinformatics ApplicationsJoint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. pp.510-518, ⟨10.1007/978-3-642-34166-3_56⟩
Conference papers
hal-00768654v1
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Noyau de Treelets Appliqué aux Graphes ÉtiquetésRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
Conference papers
hal-00656519v1
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Graph Kernels: Crossing Information from Different Patterns using Graph Edit DistanceJoint IAPR International Workshop, SSPR & SPR 2012, Nov 2012, Hiroshima, Japan. pp.42-50, ⟨10.1007/978-3-642-34166-3_5⟩
Conference papers
hal-00768658v1
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Shape Similarity based on Combinatorial Maps and a Tree Pattern Kernel21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.000-0000
Conference papers
hal-00768662v1
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Two New Graph Kernels and Applications to Chemoinformatics8th IAPR-TC15 International Workshop, May 2011, Münster, Germany. pp.112, ⟨10.1007/978-3-642-20844-7⟩
Conference papers
hal-00596506v1
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Deux nouveaux noyaux sur graphes et leurs applications en chimioinformatiqueCAp 2011 --- Conférence Francophone d'Apprentissage 2011, May 2011, Chambéry, France. pp.AGS 5
Conference papers
hal-00596513v1
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Graph kernels in chemoinformaticsMatthias Dehmer and Frank Emmert-Streib. Quantitative Graph Theory Mathematical Foundations and Applications, CRC Press, pp.425-470, 2015, 978-1-4665-8451-8
Book sections
hal-01201933v1
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Graph Kernels in chemoinformaticsMatthias Dehmer and Frank Emmert-Streib. Quantitative Graph Theory: Mathematical Foundations and Applications, Taylor & Francis Group, 2014, 978-1-4665-8451-8
Book sections
hal-01921549v1
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Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks2020
Preprints, Working Papers, ...
hal-02515637v1
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Graph Kernels Based on Linear Patterns: Theoretical and Experimental Comparisons2019
Preprints, Working Papers, ...
hal-02053946v1
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A new Sinkhorn algorithm with Deletion and Insertion operations[Research Report] GREYC, UMR 6072. 2021
Reports
hal-03454896v2
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A Quadratic Assignment Formulation of the Graph Edit Distance[Research Report] Normandie Université; GREYC CNRS UMR 6072; LITIS. 2015
Reports
hal-01246709v1
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Relationships between Graph Edit Distance and Maximal Common Unlabeled Subgraph2012
Reports
hal-00714879v4
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Application des méthodes à noyaux sur graphes pour la prédiction des propriétés des molécules.Chemo-informatique. Université de Caen, 2013. Français. ⟨NNT : ⟩
Theses
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