Publications

Deep Learning-Based Sentiment Analysis for Predicting Financial Movements (2022) Communication

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) Communication

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) Communication

Baptiste Lafabregue, Anne Puissant, Jonathan Weber, Germain Forestier

IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Méthodes de classification du cancer du sein pour les microscopes à réalité augmentée (2022) Communication

Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier

RFIAP 2022 (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception)
Deep Representation Learning for Cluster-Level Time Series Forecasting (2022) Communication

Tsegamlak Debella, Bethelhem Shawel, Maxime Devanne, Jonathan Weber, Dereje Woldegebreal, Sofie Pollin, Germain Forestier

International Conference on Time Series and Forecasting (ITISE)
Real-time road detection implementation of UNet architecture for autonomous driving (2022) Communication

Danut-Vasile Giurgi, Thomas Josso-Laurain, Maxime Devanne, Jean-Philippe Lauffenburger

2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)
Du projet DémoUHA (PIA4, AMI DémoES) à la stratégie numérique : réflexions critiques et pistes pour une « transformation numérique responsable » (2022) Article

Dominique Kern, Germain Forestier

Distances et Médiations des Savoirs
Multisenge: a Multimodal and Multitemporal Benchmark Dataset for Land Use/Land Cover Remote Sensing Applications (2022) Article

Romain Wenger, A. Puissant, J. Weber, L. Idoumghar, G. Forestier

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Smooth Perturbations for Time Series Adversarial Attacks (2022) Communication

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

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France (2022) Article

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

International Journal of Remote Sensing

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Publications

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