Search Results for author: François-Xavier Dupé

Found 3 papers, 1 papers with code

Population-wise Labeling of Sulcal Graphs using Multi-graph Matching

1 code implementation31 Jan 2023 Rohit Yadav, François-Xavier Dupé, S. Takerkart, Guillaume Auzias

In particular, representing cortical folding patterns as graphs of sulcal basins-termed sulcal graphs-enables to formalize the task as a graph-matching problem.

Benchmarking Graph Matching

Kernelized multi-graph matching

no code implementations11 Oct 2022 François-Xavier Dupé, Rohit Yadav, Guillaume Auzias, S. Takerkart

The matching problem can then be formulated as a non-convex quadratic optimization problem (QAP) under constraints imposed on the rank and the permutations.

Graph Matching

Mapping individual differences in cortical architecture using multi-view representation learning

no code implementations1 Apr 2020 Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart

In neuroscience, understanding inter-individual differences has recently emerged as a major challenge, for which functional magnetic resonance imaging (fMRI) has proven invaluable.

Representation Learning

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