Luc Brun

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

22h-index2.1kcitations243works0.82yr avg
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Research Topics

Graph Theory and Algorithms(63), Advanced Graph Neural Networks(40), Medical Image Segmentation Techniques(38), Image Retrieval and Classification Techniques(37), Advanced Image and Video Retrieval Techniques(32)

Publications232 total

Dynamic functional MRI markers of drowsiness during sleep onset period
iScience·2025· 1 citedOpen Access
Détection de la somnolence en IRM fonctionnelle de repos basée sur la vidéo de surveillance standard
Médecine du Sommeil·2025
A Differentiable Approximation of the Graph Edit Distance
Lecture notes in computer science·2025Open Access
Graph Neural Network Based on Molecular and Pharmacophoric Features for Drug Design Applications
Lecture notes in computer science·2025Open Access
Graph Neural Networks with maximal independent set-based pooling: Mitigating over-smoothing and over-squashing
Pattern Recognition Letters·2024· 3 citedOpen Access
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks
arXiv (Cornell University)·2024Open Access
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks
SN Computer Science·2024· 5 citedOpen Access
Wavelet Scattering Transform and CNN for Closed Set Speaker Identification
HAL (Le Centre pour la Communication Scientifique Directe)·2024Open Access
Structure-Preserving Transformers for Sequences of SPD Matrices
2024· 1 cited
Discovery of Dynamic Functional MRI Markers of Sleep Onset Period
2024Open Access
Drowsiness increases slow oscillations in rs-fMRI signal before sleep onset
SPIRE - Sciences Po Institutional REpository·2024Open Access
La somnolence augmente la connectivité cérébrale fonctionnelle observée en IRM fonctionnelle de repos
Médecine du Sommeil·2024
Dynamic Functional MRI Markers of Drowsiness During Sleep Onset Period
SSRN Electronic Journal·2024Open Access
Structure-Preserving Transformers for Sequences of SPD Matrices
arXiv (Cornell University)·2023Open Access
Maximal Independent Sets for Pooling in Graph Neural Networks
arXiv (Cornell University)·2023Open Access
Propriétés du Pooling dans les réseaux de neurones sur graphes.
SPIRE - Sciences Po Institutional REpository·2023· 1 citedOpen Access
A differentiable approximation for the Linear Sum Assignment Problem with Edition
Base Institutionnelle de Recherche de l'université Paris-Dauphine (BIRD) (University Paris-Dauphine)·2023Open Access
Analyse automatique de l'état de sommeil sur données EEG par utilisation de Transformers et de matrices de covariance
SPIRE - Sciences Po Institutional REpository·2023Open Access
Temporal Sequences of EEG Covariance Matrices for Automated Sleep Stage Scoring with Attention Mechanisms
Lecture notes in computer science·2023· 3 citedOpen Access
Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency Representation
Lecture notes in computer science·2023· 6 citedOpen Access
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Frequent Co-authors

Benoît Gaüzère(13), Sébastien Bougleux(11), Walter G. Kropatsch(7), David Tschumperlé(6), Mario Vento(6), Pasquale Foggia(4), Didier Villemin(4), David B. Blumenthal(4), Haz-Edine Assemlal(3), Jean-Pierre Braquelaire(3), Alessia Saggese(3), Olivier Lézoray(3), Didier Villemin(2), Vincenzo Carletti(2), Nicolas Boria(2), Johann Gamper(2), Jean-Yves Ramel(2), Wajdi Ghezaiel(2), Myriam Mokhtari(2), Donatello Conte(2)