| 2025 | GLOBECOM | Compacting Semantic Matryoshka Representations with Product Quantization. | Leonardo Roque, Quentin Lampin, Louis-Adrien Dufrne, Guillaume Larue, Grgoire Lefebvre, Mohamad Assaad |
| 2025 | VISIGRAPP | MEFA: Multimodal Image Early Fusion with Attention Module for Pedestrian and Vehicle Detection. | Yoann Dupas, Olivier Hotel, Grgoire Lefebvre, Christophe Crin |
| 2023 | ACII | Accommodating Missing Modalities in Time-Continuous Multimodal Emotion Recognition. | Juan Vazquez-Rodriguez, Grgoire Lefebvre, Julien Cumin, James L. Crowley |
| 2022 | ACII | Emotion Recognition with Pre-Trained Transformers Using Multimodal Signals. | Juan Vazquez-Rodriguez, Grgoire Lefebvre, Julien Cumin, James L. Crowley |
| 2022 | AINA | Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection. | Naji Najari, Samuel Berlemont, Grgoire Lefebvre, Stefan Duffner, Christophe Garcia |
| 2022 | ICPR | Transformer-Based Self-Supervised Learning for Emotion Recognition. | Juan Vazquez-Rodriguez, Grgoire Lefebvre, Julien Cumin, James L. Crowley |
| 2021 | EANN | Deep Neural Networks for Indoor Geomagnetic Field Fingerprinting with Regression Approach. | Mahdi Abid, Grgoire Lefebvre |
| 2021 | IJCNN | Sequence Metric Learning as Synchronization of Recurrent Neural Networks. | Paul Compagnon, Grgoire Lefebvre, Stefan Duffner, Christophe Garcia |
| 2021 | IPIN | Improved CNN-based Magnetic Indoor Positioning System using Attention Mechanism. | Mahdi Abid, Paul Compagnon, Grgoire Lefebvre |
| 2021 | SIN | RADON: Robust Autoencoder for Unsupervised Anomaly Detection. | Naji Najari, Samuel Berlemont, Grgoire Lefebvre, Stefan Duffner, Christophe Garcia |
| 2019 | CBMS | Personalized Posture and Fall Classification with Shallow Gated Recurrent Units. | Paul Compagnon, Grgoire Lefebvre, Stefan Duffner, Christophe Garcia |
| 2019 | ICANN | Routine Modeling with Time Series Metric Learning. | Paul Compagnon, Grgoire Lefebvre, Stefan Duffner, Christophe Garcia |
| 2018 | CBMS | Attitude Estimation for Posture Detection in eHealth Services. | Grgoire Lefebvre, Aida Makni |
| 2018 | PERCOM | Inferring Availability for Communication in Smart Homes Using Context. | Julien Cumin, Grgoire Lefebvre, Fano Ramparany, James L. Crowley |
| 2017 | IUI | Social Intelligence Modeling using Wearable Devices. | Alaeddine Mihoub, Grgoire Lefebvre |
| 2016 | ICANN | Polar Sine Based Siamese Neural Network for Gesture Recognition. | Samuel Berlemont, Grgoire Lefebvre, Stefan Duffner, Christophe Garcia |
| 2014 | ICASSP | 3D gesture classification with convolutional neural networks. | Stefan Duffner, Samuel Berlemont, Grgoire Lefebvre, Christophe Garcia |
| 2013 | AVSS | Learning a bag of features based nonlinear metric for facial similarity. | Grgoire Lefebvre, Christophe Garcia |
| 2013 | ICANN | BLSTM-RNN Based 3D Gesture Classification. | Grgoire Lefebvre, Samuel Berlemont, Franck Mamalet, Christophe Garcia |
| 2012 | CHI | Multi-touch based video selection with an audio emotional curve. | Grgoire Lefebvre |
| 2012 | NordiCHI | Coupling gestures with tactile feedback: a comparative user study. | Grgoire Lefebvre, Emmanuelle Boyer, Sophie Zijp-Rouzier |
| 2010 | NordiCHI | Gesture based interaction for visually-impaired people. | Sylvie Vidal, Grgoire Lefebvre |
| 2008 | FUSION | A heterogeneous descriptor fusion process for visual concept identification. | Grgoire Lefebvre, Christophe Garcia |
| 2008 | ICPR | A probabilistic Self-Organizing Map for facial recognition. | Grgoire Lefebvre, Christophe Garcia |
| 2007 | AVSS | Facial biometry by stimulating salient singularity masks. | Grgoire Lefebvre, Christophe Garcia |
| 2006 | ICANN | On the Basis Updating Rule of Adaptive-Subspace Self-Organizing Map (ASSOM). | Huicheng Zheng, Christophe Laurent, Grgoire Lefebvre |
| 2006 | ICPR | Supervised Image Classification by SOM Activity Map Comparison. | Grgoire Lefebvre, Christophe Laurent, Julien Ros, Christophe Garcia |