Mathieu Lefort


Associate Professor


Team(s)SyCoSMA
Institution
Université Claude Bernard Lyon 1
Location
Nautibus (Université Lyon1)
Emailmathieu.lefort at liris.cnrs.fr
Professional phone number
Personal page

Publications

Publications LIRIS pour Mathieu Lefort (15)

  • 2022 (2)
    • Journals (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Simon Forest, Jean-Charles Quinton & Mathieu Lefort (2022). "Combining Manifold Learning and Neural Field Dynamics for Multimodal Fusion". 2022 International Joint Conference on Neural Networks (IJCNN), 23 juillet 2022, Padua (Italy). HAL : hal-03693198. .
  • 2021 (3)
    • Conferences (3)
      • International conferences with peer review (2)
      • National conferences with peer review (1)
        •  Anaëlle Badier, Mathieu Lefort & Marie Lefevre (2021). "Système de recommandation de ressources pédagogiques pour un apprentissage sur application mobile parascolaire". 10e Conférence sur les Environnements Informatiques pour l’Apprentissage Humain, 10 juin 2021, Fribourg (Switzerland), pp. 294-299. HAL : hal-03287742. .
  • 2020 (1)
  • 2019 (1)
    • Book edition (books, chapters, seminars, congress, special numbers) (1)
      •  Mathieu Guillermin & Mathieu Lefort (2019). "De la signification éthique des limites". La personne transformée. Nouveaux enjeux éthiques et juridiques, Presses de l'Université Laval, pp. 91-112. doi : 10.2307/j.ctv1h0p1qk.10. HAL : hal-03498605.
  • 2018 (3)
    • Conferences (2)
      • International conferences with peer review (2)
        •  Alexandre Galdeano, Alix Gonnot, Clément Cottet, Salima Hassas, Mathieu Lefort & Amélie Cordier (2018). "Developmental Learning for Social Robots in Real-World Interactions". First Workshop on Social Robots in the Wild at the 13th Annual ACM/IEEE International Conference on Human-Robot Interaction (HRI 2018), 5 mars 2018, Chicago, IL (United States of America), p. 5. HAL : hal-01852233. .
        •  Laurianne Charrier, Alexandre Galdeano, Amélie Cordier & Mathieu Lefort (2018). "Empathy Display Influence on Human-Robot Interactions: a Pilot Study". Workshop on Towards Intelligent Social Robots: From Naive Robots to Robot Sapiens at the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018), 5 octobre 2018, Madrid (Spain), p. 7. HAL : hal-01887075. .
    • Others (1)
      •  Mathieu Lefort, Jean-Charles Quinton, Simon Forest, Adrien Techer, Alan Chauvin & Marie Avillac (2018). "Influence of eye-movements on multisensory stimulus localization: experiments, models and robotics applications". Grenoble Workshop on Models and Analysis of Eye Movements, 8 juin 2018, Grenoble (France). Poster. HAL : hal-01894621. .
  • 2017 (3)
    • Journals (1)
      • National journals with peer review (1)
        •  Victor Lequay, Mathieu Lefort, Saber Mansour & Salima Hassas (2017). "Ajustement diffus et adaptatif de la consommation électrique résidentielle par un système multi-agent auto-adaptatif". Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, vol. 31, 4/2017, pp. 427-447. doi : 10.3166/ria.31.427-448. HAL : hal-01578976. .
    • Conferences (2)
      • International conferences with peer review (2)
        •  Nawel Medjkoune, Frédéric Armetta, Mathieu Lefort & Stefan Duffner (2017). "Autonomous object recognition in videos using Siamese Neural Networks". EUCognition Meeting (European Society for Cognitive Systems) on "Learning: Beyond Deep Neural Networks", 22 novembre 2017, Zurich (Switzerland), p. 4. HAL : hal-01630163. .
        •  Mathieu Lefort, Jean-Charles Quinton, Marie Avillac & Adrien Techer (2017). "Active Multisensory Perception and LearnIng For InteractivE Robots". Workshop on Computational Models for Crossmodal Learning - IEEE ICDL-EPIROB, 21 septembre 2017, Lisbon (Portugal), p. 2. HAL : hal-01839427. .
  • 2016 (2)
    • Conferences (2)
      • International conferences with peer review (1)
      • National conferences with peer review (1)
        •  Victor Lequay, Mathieu Lefort, Saber Mansour & Salima Hassas (2016). "Ajustement Diffus et Adaptatif de la Consommation Électrique Résidentielle par un Système Multi-Agents". Journées Francophones sur les Systèmes Multi-Agents (JFSMA), 7 octobre 2016, Rouen (France), pp. 171-180. HAL : hal-01579098. .

Publications hors LIRIS

Publications hors LIRIS pour Mathieu Lefort (23)

  • 2016 (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Alexander Gepperth & Mathieu Lefort (2016). "Learning to be attractive: probabilistic computation with dynamic attractor networks". Internal Conference on Development and LEarning (ICDL), Cergy-Pontoise (France). HAL : hal-01418141. .
  • 2015 (5)
    • Conferences (5)
      • International conferences with peer review (5)
        •  Mathieu Lefort & Alexander Gepperth (2015). "Active learning of local predictable representations with artificial curiosity". International Conference on Development and Learning and Epigenetic Robotics (ICDL-Epirob), 16 août 2015, Providence (United States of America). HAL : hal-01205619. .
        •  Thomas Hecht, Mathieu Lefort & Alexander Gepperth (2015). "Using self-organizing maps for regression: the importance of the output function". European Symposium on Artificial Neural Networks (ESANN), 24 avril 2015, Bruges (Belgium). HAL : hal-01251011. .
        •  Alexander Gepperth, Mathieu Lefort, Thomas Hecht & Ursula Körner (2015). "Resource-efficient incremental learning in very high dimensions". European Symposium on Artificial Neural Networks (ESANN), 24 avril 2015, Bruges (Belgium). HAL : hal-01251015. .
        •  Mathieu Lefort & Alexander Gepperth (2015). "Learning of local predictable representations in partially learnable environments". The International Joint Conference on Neural Networks (IJCNN), 17 juillet 2015, Killarney (Ireland). HAL : hal-01205611. .
        •  Alexander Gepperth, Thomas Hecht, Mathieu Lefort & Ursula Körner (2015). "Biologically inspired incremental learning for high-dimensional spaces". Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB), 16 septembre 2015, Providence (United States of America). doi : 10.1109/DEVLRN.2015.7346155. HAL : hal-01250961. .
  • 2014 (4)
    • Conferences (4)
      • International conferences with peer review (4)
        •  Mathieu Lefort & Alexander Gepperth (2014). "PROPRE: PROjection and PREdiction for multimodal correlations learning. An application to pedestrians visual data discrimination". IJCNN - International Joint Conference on Neural Networks, 11 juillet 2014, Pékin (China). HAL : hal-01061662. .
        •  Mathieu Lefort & Alexander Gepperth (2014). "Discrimination of visual pedestrians data by combining projection and prediction learning". European Symposium on artificial neural networks (ESANN), 25 avril 2014, Bruges (Belgium). HAL : hal-01061654. .
        •  Alexander Gepperth & Mathieu Lefort (2014). "Latency-Based Probabilistic Information Processing in Recurrent Neural Hierarchies". International Conference on Artificial Neural Networks (ICANN), 9 septembre 2014, Hamburg (Germany), pp. 715-722. doi : 10.1007/978-3-319-11179-7_90. HAL : hal-01098699. .
        •  Mathieu Lefort, Thomas Kopinski & Alexander Gepperth (2014). "Multimodal space representation driven by self-evaluation of predictability". Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB), 16 octobre 2014, Gênes (Italy). HAL : hal-01061668. .
  • 2013 (1)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Mathieu Lefort, Yann Boniface & Bernard Girau (2013). "SOMMA: Cortically Inspired Paradigms for Multimodal Processing". International Joint Conference on Neural Networks, 9 août 2013, Dallas (United States of America). HAL : hal-00859986. .
  • 2012 (2)
    • HDR, thesis (1)
      • Thesis (1)
        •  Mathieu Lefort (2012). "Apprentissage spatial de corrélations multimodales par des mécanismes d'inspiration corticale". HAL : tel-01749206. .
    • Others (1)
      •  Mathieu Lefort, Yann Boniface & Bernard Girau (2012). "The SOMMA model: cortically inspired maps for multimodal learning". Cognitive Systems, 23 février 2012, Vienna (Austria). Poster. HAL : hal-00678759. .
  • 2011 (4)
    • Conferences (1)
      • International conferences with peer review (1)
        •  Mathieu Lefort, Yann Boniface & Bernard Girau (2011). "Unlearning in the BCM learning rule for plastic self-organization in a multi-modal architecture". International conference on Artificial Neural Networks - ICANN 2011, 17 juin 2011, Espoo (Finland). HAL : inria-00585672. .
    • Book edition (books, chapters, seminars, congress, special numbers) (2)
      •  Mathieu Lefort, Yann Boniface & Bernard Girau (2011). "Coupling BCM and neural fields for the emergence of self-organization consensus". From Brains to Systems - Brain-Inspired Cognitive Systems 2010, Hernández, C.; Sanz, R.; Gomez, J.; Smith, L.S.; Hussain, A.; Chella, A.; Aleksander, I., Springer. HAL : inria-00585493.
      •  Jean-Charles Quinton, Bernard Girau & Mathieu Lefort (2011). "Competition in high dimensional spaces using a sparse approximation of neural fields". From Brains to Systems: Brain-Inspired Cognitive Systems 2010, Carlos Hernández, Ricardo Sanz, Jaime Gómez-Ramirez, Leslie S. Smith, Amir Hussain, Antonio Chella, Igor Aleksander, Springer. HAL : inria-00568924. .
    • Others (1)
      •  Mathieu Lefort, Yann Boniface & Bernard Girau (2011). "Perceptive self-organizing maps based on the coupling of neural fields with the BCM learning rule for multi modal association". HAL : inria-00593567. .
  • 2010 (5)
    • Conferences (3)
      • International conferences with peer review (1)
        •  Mathieu Lefort, Yann Boniface & Bernard Girau (2010). "Self-organization of neural maps using a modulated BCM rule within a multimodal architecture". Brain Inspired Cognitive Systems 2010, 16 juillet 2010, Madrid (Spain), p. 26. HAL : hal-00480028. .
      • National conferences with peer review (2)
        •  Mathieu Lefort, Yann Boniface & Bernard Girau (2010). "Auto organisation d'une carte de neurones par modulation de la règle BCM dans un cadre multimodal". 17e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle - RFIA 2010, 22 janvier 2010, Caen (France), pp. 423-430. HAL : hal-00434530. .
        •  Mathieu Lefort, Yann Boniface & Bernard Girau (2010). "Auto-organisation d'une carte de neurones BCM sous contrainte multimodale". 5ème Conférence française de Neurosciences Computationnelles - Neurocomp 2010, 8 octobre 2010, Lyon (France). HAL : inria-00512658. .
    • Others (2)
      •  Mathieu Lefort, Yann Boniface & Bernard Girau (2010). "Multi-sensory integration by constrained self-organization". Third EUCogII Members Conference - Multisensory integration, 9 octobre 2010, Palma (Spain). Poster. HAL : inria-00536933. .
      •  Thomas Girod, Mathieu Lefort & Jean-Charles Quinton (2010). "Cortically-inspired Computational Models for Multimodality". 3rd EUCogII Members' Conference, 9 octobre 2010, Palma de Mallorca (Spain). Poster. HAL : inria-00536869. .
  • 2009 (1)
    • Conferences (1)
      • National conferences with peer review (1)
        •  Mathieu Lefort, Yann Boniface & Bernard Girau (2009). "Feedback modulation of BCM's neurons in multi modal environment". Neurocomp 2009, 18 septembre 2009, Bordeaux (France), P-20. HAL : hal-00402006. .