Hugging Peers

Mathieu Lefort

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29 papers 2011–2026

Latency-Based Probabilistic Information Processing in Recurrent Neural Hierarchies

Alexander Gepperth, Mathieu Lefort
2014-01 ICANN

Unlearning in the BCM Learning Rule for Plastic Self-organization in a Multi-modal Architecture

Mathieu Lefort, Yann Boniface, Bernard Girau
2011-01 ICANN (1)

Flexible Load Shedding Using Gossip Communication in a Multi-agents System

Victor Lequay, Mathieu Lefort, Saber Mansour, Salima Hassas
2016-01 SASO

Towards Better Interpretability of Sepsis Prediction by Deep Neural Networks with Variable-Wise Attribution Maps

Pierre-Elliott Thiboud, Valentine Wargnier-Dauchelle, Mathieu Lefort, Nicolas Duchateau, Michaël Sdika
2025-01 ISBI

The Impact of Action in Visual Representation Learning

Alexandre Devillers, Valentin Chaffraix, Frédéric Armetta, Stefan Duffner, Mathieu Lefort
2022-01 ICDL

EquiMod: An Equivariance Module to Improve Visual Instance Discrimination

Alexandre Devillers, Mathieu Lefort
2023-01 ICLR

Biologically inspired incremental learning for high-dimensional spaces

Alexander Gepperth, Thomas Hecht, Mathieu Lefort, Ursula Körner
2015-01 ICDL-EPIROB

Multimodal space representation driven by self-evaluation of predictability

Mathieu Lefort, Thomas Kopinski, Alexander Gepperth
2014-01 ICDL-EPIROB

Learning to be attractive: Probabilistic computation with dynamic attractor networks

Alexander Gepperth, Mathieu Lefort
2016-01 ICDL-EPIROB

Active learning of local predictable representations with artificial curiosity

Mathieu Lefort, Alexander Gepperth
2015-01 ICDL-EPIROB

Novelty detection for unsupervised continual learning in image sequences

Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin, Stefan Duffner
2021-01 ICTAI

Self-supervised Continual Learning for Object Recognition in Image Sequences

Ruiqi Dai, Mathieu Lefort, Frédéric Armetta, Mathieu Guillermin, Stefan Duffner
2021-01 ICONIP (5)

Discrimination of visual pedestrians data by combining projection and prediction learning

Mathieu Lefort, Alexander Gepperth
2014-01 ESANN

Resource-efficient Incremental learning in very high dimensions

Alexander Gepperth, Mathieu Lefort, Thomas Hecht
2015-01 ESANN

Using self-organizing maps for regression: the importance of the output function

Thomas Hecht, Mathieu Lefort, Alexander Gepperth
2015-01 ESANN

Recommendation Model for an After-School E-learning Mobile Application

Anaëlle Badier, Mathieu Lefort, Marie Lefèvre
2023-01 CSEDU (2)

Ajustement Diffus et Adaptatif de la Consommation Électrique Résidentielle par un Système Multi-Agents

Victor Lequay, Mathieu Lefort, Saber Mansour, Salima Hassas
2016-01 JFSMA

Understanding the Usages and Effects of a Recommendation System in a Non-formal Learning Context

Anaëlle Badier, Mathieu Lefort, Marie Lefèvre
2023-01 ITS