Benoit Gaüzère

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 30

Top Venues

CoRR

GbRPR

S+SSPR

Pattern Recognit. Lett.

University of Caen Normandy, France (PHD)

Education History

University of Caen Normandy, France

PHD

Publications

Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Sets for Pooling in Graph Neural Networks. CoRR (2023)
Kamaldeep Singh Oberoi, Géraldine Del Mondo, Benoit Gaüzère, Yohan Dupuis, Pascal Vasseur
Detecting dynamic patterns in dynamic graphs using subgraph isomorphism. Pattern Anal. Appl. 26 (3) (2023)
Clément Glédel, Benoit Gaüzère, Paul Honeine
Graph Normalizing Flows to Pre-image Free Machine Learning for Regression. GbRPR (2023)
Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Sets for Pooling in Graph Neural Networks. GbRPR (2023)
Linlin Jia, Xiao Ning, Benoit Gaüzère, Paul Honeine, Kaspar Riesen
Bridging Distinct Spaces in Graph-Based Machine Learning. ACPR (2) (2023)
Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Vertex Set Applied to Graph Pooling. S+SSPR (2022)
Luc Brun, Benoit Gaüzère, Guillaume Renton, Sébastien Bougleux, Florian Yger
A differentiable approximation for the Linear Sum Assignment Problem with Edition. ICPR (2022)
Linlin Jia, Benoit Gaüzère, Paul Honeine
Graph kernels based on linear patterns: Theoretical and experimental comparisons. Expert Syst. Appl. 189 (2022)
Stevan Stanovic, Benoit Gaüzère, Luc Brun
Maximal Independent Vertex Set applied to Graph Pooling. CoRR (2022)
Linlin Jia, Benoit Gaüzère, Paul Honeine
graphkit-learn: A Python library for graph kernels based on linear patterns. Pattern Recognit. Lett. 143 (2021)
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)
David B. Blumenthal, Nicolas Boria, Sébastien Bougleux, Luc Brun, Johann Gamper, Benoit Gaüzère
Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing. Inf. Syst. 100 (2021)
Luc Brun, Benoit Gaüzère, Sébastien Bougleux, Florian Yger
A new Sinkhorn algorithm with Deletion and Insertion operations. CoRR (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)
Sébastien Bougleux, Benoit Gaüzère, David B. Blumenthal, Luc Brun
Fast linear sum assignment with error-correction and no cost constraints. Pattern Recognit. Lett. 134 (2020)
Linlin Jia, Benoit Gaüzère, Paul Honeine
A Graph Pre-image Method Based on Graph Edit Distances. S+SSPR (2020)
Linlin Jia, Benoit Gaüzère, Florian Yger, Paul Honeine
A Metric Learning Approach to Graph Edit Costs for Regression. S+SSPR (2020)
Nicolas Boria, Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Generalized Median Graph via Iterative Alternate Minimizations. GbRPR (2019)
Guillaume Renton, Pierre Héroux, Benoit Gaüzère, Sébastien Adam
Graph Neural Network for Symbol Detection on Document Images. GREC@ICDAR (2019)
Nicolas Boria, Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Generalized Median Graph via Iterative Alternate Minimizations. CoRR (2019)
Évariste Daller, Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Approximate Graph Edit Distance by Several Local Searches in Parallel. ICPRAM (2018)
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)
Sébastien Bougleux, Luc Brun, Vincenzo Carletti, Pasquale Foggia, Benoit Gaüzère, Mario Vento
Graph edit distance as a quadratic assignment problem. Pattern Recognit. Lett. 87 (2017)
Sébastien Bougleux, Benoit Gaüzère, Luc Brun
A Hungarian Algorithm for Error-Correcting Graph Matching. GbRPR (2017)
Sébastien Bougleux, Benoit Gaüzère, Luc Brun
Graph edit distance as a quadratic program. ICPR (2016)
Benoit Gaüzère, Sébastien Bougleux, Luc Brun
Approximating Graph Edit Distance Using GNCCP. S+SSPR (2016)
Vincenzo Carletti, Benoit Gaüzère, Luc Brun, Mario Vento
Approximate Graph Edit Distance Computation Combining Bipartite Matching and Exact Neighborhood Substructure Distance. GbRPR (2015)
Pasquale Foggia, Benoit Gaüzère, Alessia Saggese, Mario Vento
Human action recognition using an improved string edit distance. AVSS (2015)
Benoit Gaüzère, Pierre-Anthony Grenier, Luc Brun, Didier Villemin
Treelet kernel incorporating cyclic, stereo and inter pattern information in chemoinformatics. Pattern Recognit. 48 (2) (2015)
Benoit Gaüzère, Claudia Greco, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
Semantic Web Technologies for Object Tracking and Video Analytics. ISVC (2) (2015)
Sébastien Bougleux, Luc Brun, Vincenzo Carletti, Pasquale Foggia, Benoit Gaüzère, Mario Vento
A Quadratic Assignment Formulation of the Graph Edit Distance. CoRR (2015)
Benoit Gaüzère, Pierluigi Ritrovato, Alessia Saggese, Mario Vento
Human Tracking Using a Top-Down and Knowledge Based Approach. ICIAP (1) (2015)
Benoit Gaüzère, Luc Brun, Didier Villemin
Graph Kernel Encoding Substituents' Relative Positioning. ICPR (2014)
Benoit Gaüzère, Sébastien Bougleux, Kaspar Riesen, Luc Brun
Approximate Graph Edit Distance Guided by Bipartite Matching of Bags of Walks. S+SSPR (2014)
Benoit Gaüzère, Luc Brun, Didier Villemin
Relevant Cycle Hypergraph Representation for Molecules. GbRPR (2013)
Donatello Conte, Jean-Yves Ramel, Nicolas Sidere, Muhammad Muzzamil Luqman, Benoit Gaüzère, Jaume Gibert, Luc Brun, Mario Vento
A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition. GbRPR (2013)
Benoit Gaüzère, Luc Brun, Didier Villemin
Noyau de Treelets appliqué aux graphes étiquetés et aux graphes de cycles. Rev. d'Intelligence Artif. 27 (1) (2013)
Benoit Gaüzère, Luc Brun, Didier Villemin
Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance. SSPR/SPR (2012)
Benoit Gaüzère, Makoto Hasegawa, Luc Brun, Salvatore Tabbone
Implicit and Explicit Graph Embedding: Comparison of Both Approaches on Chemoinformatics Applications. SSPR/SPR (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin, Myriam Brun
Graph kernels based on relevant patterns and cycle information for chemoinformatics. ICPR (2012)
Sébastien Bougleux, François-Xavier Dupé, Luc Brun, Benoit Gaüzère, Myriam Mokhtari
Shape similarity based on combinatorial maps and a tree pattern kernel. ICPR (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin
Two new graphs kernels in chemoinformatics. Pattern Recognit. Lett. 33 (15) (2012)
Benoit Gaüzère, Luc Brun, Didier Villemin
Two New Graph Kernels and Applications to Chemoinformatics. GbRPR (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Benoit Gaüzère