Samuel Berlemont

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 9

Top Venues

ICANN (2)

WETICE

ICASSP

SIN

University of Lyon, France (PHD)

Education History

University of Lyon, France

PHD

Publications

Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. AINA (2) (2022)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD (2022)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN (2021)
François Aïssaoui, Samuel Berlemont, Marc Douet, Emna Mezghani
A Semantic Model Toward Smart IoT Device Management. AINA Workshops (2020)
Emna Mezghani, Samuel Berlemont, Marc Douet
Autonomic Coordination of IoT Device Management Platforms. WETICE (2020)
Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Network Traffic Modeling For IoT-device Re-identification. COINS (2020)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Class-balanced siamese neural networks. Neurocomputing 273 (2018)
Iago Felipe Trentin, Samuel Berlemont, Dante Augusto Couto Barone
Lightweight M2M protocol: Archetyping an IoT device, and deploying an upgrade architecture. PerCom Workshops (2018)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) (2016)
Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia
Siamese neural network based similarity metric for inertial gesture classification and rejection. FG (2015)
Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia
3D gesture classification with convolutional neural networks. ICASSP (2014)
Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia
BLSTM-RNN Based 3D Gesture Classification. ICANN (2013)

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Publication Activity (10 Years)

Top Topics

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Samuel Berlemont