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 (9)

  • 2020 (1)
  • 2018 (3)
    • Conferences (2)
      • International conferences with peer review (2)
        •  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. .
        •  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. .
    • 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)
        •  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. .
        •  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. .
  • 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. .