Publications

Deep Neural Network Architectures for Advanced Hiking Map Generation (2025) Communication

Olivier Schirm, Maxime Devanne, Jonathan Weber, Arnaud Lecus, Germain Forestier, Cédric Wemmert

International Conference on Pattern Recognition Applications and Methods (ICPRAM)
Look into the LITE in deep learning for time series classification (2025) Article

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

International Journal of Data Science and Analytics
Automatic detection of in-stream river wood from random forest machine learning and exogenous indices using very high-resolution aerial imagery (2025) Article

Gauthier Grimmer, Romain Wenger, Germain Forestier, Valentin Chardon

Environmental Modelling and Software
PViTGAtt-IP: Severity Quantification of Lung Infections in Chest X-rays and CT Scans via Parallel and Cross-Attended Encoders (2025) Article

Bouthaina Slika, Fadi Dornaika, Fares Bougourzi, Karim Hammoudi

IEEE Transactions on Big Data
COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series Classification (2024) Communication

Oumaima Badi, Maxime Devanne, Ali Ismail-Fawaz, Javidan Abdullayev, Vincent Lemaire, Stefano Berretti, Jonathan Weber, Germain Forestier

IEEE International Conference on Big Data (BigData)
A review of AutoML optimization techniques for medical image applications (2024) Article

Muhammad Junaid Ali, Mokhtar Essaid, Laurent Moalic, Lhassane Idoumghar

Computerized Medical Imaging and Graphics
Training Free U-Net for Retinal Vessel Segmentation (2024) Communication

Muhammad Junaid, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar

Artificial Evolution 2024
Inverse Garment and Pattern Modeling with a Differentiable Simulator (2024) Article

Boyang Yu, Frederic Cordier, Hyewon Seo

Computer Graphics Forum
Self-supervised learning for the exploration of continuous seismic records at the Fani Maoré submarine volcano (Mayotte) (2024) Communication

Clément Hibert, Joachim Rimpot, Lise Retailleau, Jean-Marie Saurel, Jean-Philippe Malet, Germain Forestier, Jonathan Weber, Tord S. Stangeland, Antoine Turquet, Pascal Pelleau

European Geosciences Union General Assembly 2024 (EGU24)
Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment (2024) Communication

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

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)

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Publications

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