Samuel Berlemont

According to our database, Samuel Berlemont authored at least 13 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection.

Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia

Proceedings of the Advanced Information Networking and Applications, 2022

RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection.

Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2022

2021

RADON: Robust Autoencoder for Unsupervised Anomaly Detection.

Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia

Proceedings of the 14th International Conference on Security of Information and Networks, 2021

2020

Autonomic Coordination of IoT Device Management Platforms.

Emna Mezghani, Samuel Berlemont, Marc Douet

Proceedings of the 29th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2020

Network Traffic Modeling For IoT-device Re-identification.

Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

A Semantic Model Toward Smart IoT Device Management.

François Aïssaoui, Samuel Berlemont, Marc Douet, Emna Mezghani

Proceedings of the Web, Artificial Intelligence and Network Applications, 2020

2018

Class-balanced siamese neural networks.

Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia

Neurocomputing, 2018

Lightweight M2M protocol: Archetyping an IoT device, and deploying an upgrade architecture.

Iago Felipe Trentin, Samuel Berlemont, Dante Augusto Couto Barone

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2016

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

Samuel Berlemont

PhD thesis, 2016

Polar Sine Based Siamese Neural Network for Gesture Recognition.

Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

Siamese neural network based similarity metric for inertial gesture classification and rejection.

Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2014

3D gesture classification with convolutional neural networks.

Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

BLSTM-RNN Based 3D Gesture Classification.

Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2013, 2013