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Christophe Garcia
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Publications
- 2022
- [c104]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 - [c103]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
- [c98]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Sequence Metric Learning as Synchronization of Recurrent Neural Networks. IJCNN 2021: 1-8 - [c97]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN 2021: 1-8 - 2020
- [j31]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Learning personalized ADL recognition models from few raw data. Artif. Intell. Medicine 107: 101916 (2020) - [c96]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Network Traffic Modeling For IoT-device Re-identification. COINS 2020: 1-6 - 2019
- [c92]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. CBMS 2019: 114-119 - [c91]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Routine Modeling with Time Series Metric Learning. ICANN (2) 2019: 579-592 - [i5]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Routine Modeling with Time Series Metric Learning. CoRR abs/1907.04666 (2019) - 2018
- [j27]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Class-balanced siamese neural networks. Neurocomputing 273: 47-56 (2018) - 2016
- [c88]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) 2016: 406-414 - 2015
- [c85]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
- [c70]Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia:
3D gesture classification with convolutional neural networks. ICASSP 2014: 5432-5436 - 2013
- [c62]Grégoire Lefebvre, Christophe Garcia:
Learning a bag of features based nonlinear metric for facial similarity. AVSS 2013: 238-243 - [c60]Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia:
BLSTM-RNN Based 3D Gesture Classification. ICANN 2013: 381-388 - 2008
- [c40]Grégoire Lefebvre, Christophe Garcia:
A heterogeneous descriptor fusion process for visual concept identification. FUSION 2008: 1-8 - [c38]Grégoire Lefebvre, Christophe Garcia:
A probabilistic Self-Organizing Map for facial recognition. ICPR 2008: 1-4 - 2007
- [c33]Grégoire Lefebvre, Christophe Garcia:
Facial biometry by stimulating salient singularity masks. AVSS 2007: 511-516 - 2006
- [c26]Grégoire Lefebvre, Christophe Laurent, Julien Ros, Christophe Garcia:
Supervised Image Classification by SOM Activity Map Comparison. ICPR (2) 2006: 728-731
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