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Books and Theses
- 2016
[b1]Samuel Berlemont:
Automatic Non Linear Metric Learning - Application to Gesture Recognition. (Apprentissage automatique de métrique non linéaire - Application à la reconnaissance de gestes). University of Lyon, France, 2016
Journal Articles
- 2018
- [j1]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Class-balanced siamese neural networks. Neurocomputing 273: 47-56 (2018)
Conference and Workshop Papers
- 2022
- [c11]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection. AALTD@ECML/PKDD 2022: 66-82 - [c10]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. AINA (2) 2022: 281-292 - 2021
- [c9]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN 2021: 1-8 - 2020
- [c8]François Aïssaoui, Samuel Berlemont, Marc Douet, Emna Mezghani:
A Semantic Model Toward Smart IoT Device Management. AINA Workshops 2020: 640-650 - [c7]Naji Najari
, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Network Traffic Modeling For IoT-device Re-identification. COINS 2020: 1-6 - [c6]Emna Mezghani, Samuel Berlemont, Marc Douet:
Autonomic Coordination of IoT Device Management Platforms. WETICE 2020: 30-35 - 2018
- [c5]Iago Felipe Trentin, Samuel Berlemont, Dante Augusto Couto Barone:
Lightweight M2M protocol: Archetyping an IoT device, and deploying an upgrade architecture. PerCom Workshops 2018: 403-408 - 2016
- [c4]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) 2016: 406-414 - 2015
- [c3]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Siamese neural network based similarity metric for inertial gesture classification and rejection. FG 2015: 1-6 - 2014
- [c2]Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia:
3D gesture classification with convolutional neural networks. ICASSP 2014: 5432-5436 - 2013
- [c1]Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia:
BLSTM-RNN Based 3D Gesture Classification. ICANN 2013: 381-388
Coauthor Index
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