Publications

Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset (2022) Article

Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier

Remote Sensing
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters (2022) Conference paper

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

IEEE International Conference on Big Data (Big Data)
Incremental constrained clustering with application to remote sensing images time series (2022) Conference paper

Baptiste Lafabregue, Pierre Gançarski, Jonathan Weber, Germain Forestier

IEEE International Conference on Data Mining Incr'Learn Workshops
Projectile trajectory estimation: an LSTM approach (2022) Conference paper

Alicia Roux, Jonathan Weber, Jean-Philippe Lauffenburger, Sébastien Changey

Conference on Artificial Intelligence for Defense
Data Augmentation for Time Series Classification with Deep Learning Models (2022) Conference paper

Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data
Deep Learning Based Architecture Reduction on Camera-Lidar Fusion for Autonomous Vehicles (2022) Conference paper

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

2022 2nd International Conference on Computers and Automation (CompAuto)
Sentiment Analysis Based on Deep Learning in E-Commerce (2022) Conference paper

Ameni Chamekh, Mariem Mahfoudh, Germain Forestier

International Conference on Knowledge Science, Engineering and Management (KSEM)
Deep Learning-Based Sentiment Analysis for Predicting Financial Movements (2022) Conference paper

Hadhami Mejbri, Mariem Mahfoudh, Germain Forestier

International Conference on Knowledge Science, Engineering and Management (KSEM)
A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification (2022) Conference paper

Emel Ay, Maxime Devanne, Jonathan Weber, Germain Forestier

International Joint Conference on Neural Networks (IJCNN)
Deep Clustering Methods Study Applied to Satellite Images Time Series (2022) Conference paper

Baptiste Lafabregue, Anne Puissant, Jonathan Weber, Germain Forestier

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

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Publications

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