RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection ↗ ↖ 1 January 2022 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection ↗ ↖ 1 January 2022 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
RADON: Robust Autoencoder for Unsupervised Anomaly Detection ↗ ↖ 1 January 2021 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Sequence Metric Learning as Synchronization of Recurrent Neural Networks ↗ ↖ 1 January 2021 Paul Compagnon Grégoire Lefebvre Stefan Duffner Christophe Garcia
Learning Personalized ADL Recognition Models from Few Raw Data ↗ ↖ 1 January 2020 Paul Compagnon Grégoire Lefebvre Stefan Duffner Christophe Garcia
Network Traffic Modeling For IoT-device Re-identification ↗ ↖ 1 January 2020 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units ↗ ↖ 1 January 2019 Paul Compagnon Grégoire Lefebvre Stefan Duffner Christophe Garcia
Routine Modeling with Time Series Metric Learning ↗ ↖ 1 January 2019 Paul Compagnon Grégoire Lefebvre Stefan Duffner Christophe Garcia
Class-Balanced Siamese Neural Networks ↗ ↖ 1 January 2017 Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Polar Sine Based Siamese Neural Network for Gesture Recognition ↗ ↖ 1 January 2016 Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection ↗ ↖ 1 January 2015 Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
3D gesture classification with convolutional neural networks ↗ ↖ 1 January 2014 Stefan Duffner Samuel Berlemont Grégoire Lefebvre Christophe Garcia
BLSTM-RNN based 3D Gesture Classification ↗ ↖ 1 January 2013 Grégoire Lefebvre Samuel Berlemont Franck Mamalet Christophe Garcia
Learning a bag of features based nonlinear metric for facial similarity ↗ ↖ 1 January 2013 Grégoire Lefebvre Christophe Garcia