Publications

A Standardized Benchmark for Skeleton-Based Rehabilitation Assessment Using Deep Learning (2026) Conference paper

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier

2026 IEEE 20th International Conference on Automatic Face and Gesture Recognition (FG)
KTBench: A Unified Evaluation Framework for Deep Knowledge Tracing (2026) Conference paper

Anass El Ayady, Maxime Devanne, Germain Forestier, Nour El Mawas

18th International Conference on Computer Supported Education
Revue de littérature et évaluation des modèles de Deep Knowledge Tracing (2026) Poster

Anass El Ayady, Maxime Devanne, Germain Forestier, Nour El Mawas

13e Colloque international en éducation
Self‐Supervised Learning Based Clustering Workflow for Exploring Seismological Data From Dense Networks (2025) Article

Joachim Rimpot, Clément Hibert, Jean‐philippe Malet, Germain Forestier, Jonathan Weber

Journal of Geophysical Research. Machine Learning and Computation
Re-framing Time Series Augmentation Through the Lens of Generative Models (2025) Conference paper

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier

Workshop on Advanced Analytics and Learning on Temporal Data
DeepSCEM: A User‐Friendly Solution for Deep Learning‐Based Image Segmentation in Cellular Electron Microscopy (2025) Article

Cyril Meyer, Victor Hanss, Etienne Baudrier, Benoît Naegel, Patrick Schultz

Biology of the Cell
Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles (2025) Conference paper

Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier

IEEE International Joint Conference on Neural Networks (IJCNN)
Prédiction du risque d'échec dans un MOOC : une approche basée sur l'analyse des séries temporelles multivariées (2025) Conference paper

Anass El Ayady, Maxime Devanne, Germain Forestier, Nour El Mawas

12e conférence sur les environnements informatiques pour l’apprentissage humain (Eiah) 2025
Étude Comparative des CNNs et des Vision-Language Models pour la Classification d'Images de Graphiques (2025) Conference paper

Bruno Côme, Maxime Devanne, Jonathan Weber, Germain Forestier

ORASIS 2025
Conflict Management in a Distance to Prototype-Based Evidential Neural Network (2025) Article

Dănuţ-Vasile Giurgi, Mihreteab Negash Geletu, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger, Jean Dezert

International Journal of Approximate Reasoning

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