BLSTM-RNN Based 3D Gesture Classification. - Grégoire Lefebvre; Samuel Berlemont; Franck Mamalet; Christophe Garcia (ICANN, 2013)

3D gesture classification with convolutional neural networks. - Stefan Duffner; Samuel Berlemont; Grégoire Lefebvre; Christophe Garcia (ICASSP, 2014)

Siamese neural network based similarity metric for inertial gesture classification and rejection. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (FG, 2015)

Polar Sine Based Siamese Neural Network for Gesture Recognition. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (ICANN (2), 2016)

Automatic Non Linear Metric Learning - Application to Gesture Recognition. (Apprentissage automatique de métrique non linéaire - Application à la reconnaissance de gestes). - Samuel Berlemont (2016)

Lightweight M2M protocol: Archetyping an IoT device, and deploying an upgrade architecture. - Iago Felipe Trentin; Samuel Berlemont; Dante Augusto Couto Barone (PerCom Workshops, 2018)

Class-balanced siamese neural networks. - Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (Neurocomputing, 2018)

A Semantic Model Toward Smart IoT Device Management. - François Aïssaoui; Samuel Berlemont; Marc Douet; Emna Mezghani (AINA Workshops, 2020)

Network Traffic Modeling For IoT-device Re-identification. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (COINS, 2020)

Autonomic Coordination of IoT Device Management Platforms. - Emna Mezghani; Samuel Berlemont; Marc Douet (WETICE, 2020)

RADON: Robust Autoencoder for Unsupervised Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (SIN, 2021)

RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (AALTD@ECML/PKDD, 2022)

Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. - Naji Najari; Samuel Berlemont; Grégoire Lefebvre; Stefan Duffner; Christophe Garcia (AINA (2), 2022)

Construction non-supervisée de variables pour la détection d'anomalies dans les séries temporelles. - Marine Hamon; Vincent Lemaire 001; Noureddine Yassine Nair Benrekia; Samuel Berlemont; Julien Cumin (EGC, 2025)

Unsupervised Feature Construction for Anomaly Detection in Time Series - An Evaluation. - Marine Hamon; Vincent Lemaire 001; Noureddine Yassine Nair Benrekia; Samuel Berlemont; Julien Cumin (CoRR, 2025)