Publications

Improving Urban Tree Species Classification with High Resolution Satellite Imagery and Machine Learning (2024) Communication

Romain Wenger, Clément Bressant, Lucie Roettele, Germain Forestier, Anne Puissant

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
A Supervised Variational Auto-encoder for Human Motion Generation Using Convolutional Neural Networks (2024) Communication

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

International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)
A Medical Low-Back Pain Physical Rehabilitation Dataset for Human Body Movement Analysis (2024) Communication

Sao Mai Nguyen, Maxime Devanne, Olivier Remy-Neris, Mathieu Lempereur, Andre Thepaut

IJCNN 2024: International Joint Conference on Neural Networks
Finding Foundation Models for Time Series Classification with a PreText Task (2024) Communication

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

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - International Workshop on Temporal Analytics
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey (2024) Article

Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan, Geoffrey I Webb, Germain Forestier, Mahsa Salehi

ACM Computing Surveys
Self-supervised learning of seismological data reveals new eruptive sequences at the Mayotte submarine volcano (2024) Article

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

Geophysical Journal International
Intelligent vehicles semantic segmentation using evidential deep learning (2023) Communication

Danut-Vasile Giurgi, Mihreteab Negash Geletu, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger, Mengesha Mamo Wogari

Upper Rhine Artificial Intelligence Symposium 2023
Time series adversarial attacks: an investigation of smooth perturbations and defense approaches (2023) Article

Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F Schmidt, Geoffrey I Webb, Germain Forestier

International Journal of Data Science and Analytics
LITE: Light Inception with boosTing tEchniques for Time Series Classification (2023) Communication

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

IEEE International Conference on Data Science and Advanced Analytics (DSAA)
URAI Autumn School dedicated to time series classification from robotics applications : a tutorial in a trinational context (2023) Communication

T. Josso-Laurain, M. Devanne, Q. Boerlen, J. Ledy, Jph. Lauffenburger, J. Weber

5th "Upper Rhine Artificial Intelligence Symposium" (URAI)

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Publications

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