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Inertial Gesture Recognition with BLSTM-RNN

 Gregoire Lefebvre , Samuel Berlemont , Franck Mamalet , Christophe Garcia
Springer. Artificial Neural Networks, Springer International Publishing, pp.393-410, 2014, ⟨10.1007/978-3-319-09903-3_19⟩
Chapitre d'ouvrage hal-01313174v1

Network Traffic Modeling For IoT-device Re-identification

 Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
2020 International Conference on Omni-layer Intelligent Systems (COINS), Aug 2020, Barcelona, France. pp.1-6, ⟨10.1109/COINS49042.2020.9191376⟩
Communication dans un congrès hal-03148283v1
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RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection

 Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
International Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), ECML-PKDD, Sep 2022, Grenoble, France. ⟨10.1007/978-3-031-24378-3_5⟩
Communication dans un congrès hal-04346819v1
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Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection

 Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
The 36th International Conference on Advanced Information Networking and Applications (AINA), 2022, Apr 2022, Sydney, Australia
Communication dans un congrès hal-03542451v1
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3D gesture classification with convolutional neural networks

 Stefan Duffner , Samuel Berlemont , Grégoire Lefebvre , Christophe Garcia
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.5432 - 5436, ⟨10.1109/ICASSP.2014.6854641⟩
Communication dans un congrès hal-01180542v1
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Polar Sine Based Siamese Neural Network for Gesture Recognition

 Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
International Conference on Artificial Neural Networks, Sep 2016, Barcelona, Spain. ⟨10.1007/978-3-319-44781-0_48⟩
Communication dans un congrès hal-01369302v1
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Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection

 Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
International Conference on Automatic Face and Gesture Recognition, May 2015, Ljubljana, Slovenia. pp.1-6, ⟨10.1109/FG.2015.7163112⟩
Communication dans un congrès hal-01179993v1
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BLSTM-RNN based 3D Gesture Classification

 Grégoire Lefebvre , Samuel Berlemont , Franck Mamalet , Christophe Garcia
Artificial Neural Networks and Machine Learning, ICANN 2013, 23rd International Conference on Artificial Neural Networks, Sep 2013, Sofia, Bulgaria
Communication dans un congrès hal-01224806v1

RADON: Robust Autoencoder for Unsupervised Anomaly Detection

 Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
The 14th International Conference on Security of Information and Networks, SINCONF 2021, Dec 2021, Edinburgh, United Kingdom. ⟨10.1109/SIN54109.2021.9699174⟩
Communication dans un congrès hal-03542185v1
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