| 2023 | CSEDU | Recommendation Model for an After-School E-learning Mobile Application. | Analle Badier, Mathieu Lefort, Marie Lefvre |
| 2023 | ICLR | EquiMod: An Equivariance Module to Improve Visual Instance Discrimination. | Alexandre Devillers, Mathieu Lefort |
| 2023 | ITS | Understanding the Usages and Effects of a Recommendation System in a Non-formal Learning Context. | Analle Badier, Mathieu Lefort, Marie Lefvre |
| 2022 | IJCNN | Combining Manifold Learning and Neural Field Dynamics for Multimodal Fusion. | Simon Forest, Jean-Charles Quinton, Mathieu Lefort |
| 2021 | ICONIP | Self-supervised Continual Learning for Object Recognition in Image Sequences. | Ruiqi Dai, Mathieu Lefort, Frdric Armetta, Mathieu Guillermin, Stefan Duffner |
| 2021 | ICTAI | Novelty detection for unsupervised continual learning in image sequences. | Ruiqi Dai, Mathieu Lefort, Frdric Armetta, Mathieu Guillermin, Stefan Duffner |
| 2020 | IJCNN | Learning Arithmetic Operations With A Multistep Deep Learning. | Bastien Nollet, Mathieu Lefort, Frdric Armetta |
| 2019 | HRI | The RoPE Scale: a Measure of How Empathic a Robot is Perceived. | Laurianne Charrier, Alisa Rieger, Alexandre Galdeano, Amlie Cordier, Mathieu Lefort, Salima Hassas |
| 2015 | ESANN | Resource-efficient Incremental learning in very high dimensions. | Alexander Gepperth, Mathieu Lefort, Thomas Hecht |
| 2015 | ESANN | Using self-organizing maps for regression: the importance of the output function. | Thomas Hecht, Mathieu Lefort, Alexander Gepperth |
| 2015 | IJCNN | Learning of local predictable representations in partially learnable environments. | Mathieu Lefort, Alexander Gepperth |
| 2014 | ESANN | Discrimination of visual pedestrians data by combining projection and prediction learning. | Mathieu Lefort, Alexander Gepperth |
| 2014 | ICANN | Latency-Based Probabilistic Information Processing in Recurrent Neural Hierarchies. | Alexander Gepperth, Mathieu Lefort |
| 2014 | IJCNN | PROPRE: PROjection and PREdiction for multimodal correlations learning. An application to pedestrians visual data discrimination. | Mathieu Lefort, Alexander Gepperth |
| 2013 | IJCNN | SOMMA: Cortically inspired paradigms for multimodal processing. | Mathieu Lefort, Yann Boniface, Bernard Girau |
| 2011 | ICANN | Unlearning in the BCM Learning Rule for Plastic Self-organization in a Multi-modal Architecture. | Mathieu Lefort, Yann Boniface, Bernard Girau |