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Grégoire Lefebvre
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2020 – today
- 2023
- [c37]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. ACII 2023: 1-8 - [i4]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. CoRR abs/2311.10119 (2023) - 2022
- [c36]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 - [c35]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. ACII 2022: 1-8 - [c34]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 - [c33]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Transformer-Based Self-Supervised Learning for Emotion Recognition. ICPR 2022: 2605-2612 - [i3]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Transformer-Based Self-Supervised Learning for Emotion Recognition. CoRR abs/2204.05103 (2022) - [i2]Juan Vazquez-Rodriguez, Grégoire Lefebvre, Julien Cumin, James L. Crowley:
Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. CoRR abs/2212.13885 (2022) - 2021
- [j6]Mahdi Abid, Grégoire Lefebvre:
Improving indoor geomagnetic field fingerprinting using recurrence plot-based convolutional neural networks. J. Locat. Based Serv. 15(1): 61-87 (2021) - [j5]Julien Cumin, Grégoire Lefebvre
, Fano Ramparany, James L. Crowley:
PSINES: Activity and Availability Prediction for Adaptive Ambient Intelligence. ACM Trans. Auton. Adapt. Syst. 15(1): 1:1-1:12 (2021) - [c32]Mahdi Abid
Deep Neural Networks for Indoor Geomagnetic Field Fingerprinting with Regression Approach. EANN 2021: 178-189 - [c31]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Sequence Metric Learning as Synchronization of Recurrent Neural Networks. IJCNN 2021: 1-8 - [c30]Mahdi Abid, Paul Compagnon, Grégoire Lefebvre:
Improved CNN-based Magnetic Indoor Positioning System using Attention Mechanism. IPIN 2021: 1-8 - [c29]Naji Najari, Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
RADON: Robust Autoencoder for Unsupervised Anomaly Detection. SIN 2021: 1-8 - 2020
- [j4]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Learning personalized ADL recognition models from few raw data. Artif. Intell. Medicine 107: 101916 (2020) - [c28]Naji Najari
Network Traffic Modeling For IoT-device Re-identification. COINS 2020: 1-6
2010 – 2019
- 2019
- [j3]Alaeddine Mihoub
Wearables and Social Signal Processing for Smarter Public Presentations. ACM Trans. Interact. Intell. Syst. 9(2-3): 9:1-9:24 (2019) - [c27]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. CBMS 2019: 114-119 - [c26]Paul Compagnon
Routine Modeling with Time Series Metric Learning. ICANN (2) 2019: 579-592 - [i1]Paul Compagnon, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Routine Modeling with Time Series Metric Learning. CoRR abs/1907.04666 (2019) - 2018
- [j2]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Class-balanced siamese neural networks. Neurocomputing 273: 47-56 (2018) - [c25]Grégoire Lefebvre, Aida Makni:
Attitude Estimation for Posture Detection in eHealth Services. CBMS 2018: 310-315 - [c24]Thomas Hassan, Fano Ramparany, Grégoire Lefebvre:
A semantic event approach to enrich device-free indoor localization data. GOODTECHS 2018: 106-111 - [c23]Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley:
Inferring Availability for Communication in Smart Homes Using Context. PerCom Workshops 2018: 1-6 - 2017
- [c22]Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley:
Human Activity Recognition Using Place-Based Decision Fusion in Smart Homes. CONTEXT 2017: 137-150 - [c21]Alaeddine Mihoub
Social Intelligence Modeling using Wearable Devices. IUI 2017: 331-341 - [c20]Julien Cumin, Grégoire Lefebvre, Fano Ramparany, James L. Crowley:
A Dataset of Routine Daily Activities in an Instrumented Home. UCAmI 2017: 413-425 - 2016
- [c19]Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner, Christophe Garcia:
Polar Sine Based Siamese Neural Network for Gesture Recognition. ICANN (2) 2016: 406-414 - [c18]Grégoire Lefebvre, Julien Cumin:
Recognizing Human Actions based on Extreme Learning Machines. VISIGRAPP (4: VISAPP) 2016: 478-483 - [c17]Julien Cumin, Grégoire Lefebvre:
A Priori Data and A Posteriori Decision Fusions for Human Action Recognition. VISIGRAPP (4: VISAPP) 2016: 493-500 - 2015
- [c16]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
- [c15]Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre, Christophe Garcia:
3D gesture classification with convolutional neural networks. ICASSP 2014: 5432-5436 - 2013
- [c14]Grégoire Lefebvre, Christophe Garcia
Learning a bag of features based nonlinear metric for facial similarity. AVSS 2013: 238-243 - [c13]Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia
BLSTM-RNN Based 3D Gesture Classification. ICANN 2013: 381-388 - 2012
- [c12]Grégoire Lefebvre:
Multi-touch based video selection with an audio emotional curve. CHI Extended Abstracts 2012: 2561-2566 - [c11]Grégoire Lefebvre, Emmanuelle Boyer, Sophie Zijp-Rouzier:
Coupling gestures with tactile feedback: a comparative user study. NordiCHI 2012: 380-387 - 2010
- [c10]Andrew Crossan, Grégoire Lefebvre, Sophie Zijp-Rouzier, Roderick Murray-Smith
A Multimodal Contact List to Enhance Remote Communication. MSSP 2010: 84-100 - [c9]Sylvie Vidal, Grégoire Lefebvre:
Gesture based interaction for visually-impaired people. NordiCHI 2010: 809-812
2000 – 2009
- 2009
- [c8]Steven Strachan, Grégoire Lefebvre, Sophie Zijp-Rouzier:
overView: physically-based vibrotactile feedback for temporal information browsing. Mobile HCI 2009 - 2008
- [j1]Huicheng Zheng, Grégoire Lefebvre, Christophe Laurent:
Fast-Learning Adaptive-Subspace Self-Organizing Map: An Application to Saliency-Based Invariant Image Feature Construction. IEEE Trans. Neural Networks 19(5): 746-757 (2008) - [c7]Grégoire Lefebvre, Christophe Garcia:
A heterogeneous descriptor fusion process for visual concept identification. FUSION 2008: 1-8 - [c6]Grégoire Lefebvre, Christophe Garcia
A probabilistic Self-Organizing Map for facial recognition. ICPR 2008: 1-4 - 2007
- [c5]Grégoire Lefebvre, Christophe Garcia
Facial biometry by stimulating salient singularity masks. AVSS 2007: 511-516 - 2006
- [c4]Julien Ros, Christophe Laurent, Grégoire Lefebvre:
A Cascade of Unsupervised and Supervised Neural Networks for Natural Image Classification. CIVR 2006: 92-101 - [c3]Grégoire Lefebvre, Huicheng Zheng, Christophe Laurent:
Objectionable Image Detection by ASSOM Competition. CIVR 2006: 201-210 - [c2]Huicheng Zheng, Christophe Laurent, Grégoire Lefebvre:
On the Basis Updating Rule of Adaptive-Subspace Self-Organizing Map (ASSOM). ICANN (1) 2006: 435-444 - [c1]Grégoire Lefebvre, Christophe Laurent, Julien Ros, Christophe Garcia
Supervised Image Classification by SOM Activity Map Comparison. ICPR (2) 2006: 728-731
Coauthor Index
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