Research > Students

Ph.D. Students

  • Paul Allaire (2023-26) – ANR Foutics
    HW-SW co-optimization for ultra-low power reinforcement learning.
    Co-Supervised with: Mickaël Dardaillon (INSA), Thibaut Marty (INSA)
  • Quentin Vacher (2023-26) – ANR Foutics
    Energy-aware low-complexity reinforcement learning.
    Co-Supervised with: Mickaël Dardaillon (INSA), Nicolas Beuve (INSA)
  • Alice Chillet (2021-24) – Thèse DGA
    Wave am I? Identification aveugle par apprentissage de l’empreinte radio-fréquence de dispositifs sensibles.
    Co-Supervised with: Matthieu Gauthier (IRISA), Robin Gerzaguet (IRISA)
  • Ophélie Renaud (2021-24)
    Design and Programming of Low-Power High Performance Computing Systems in Astronomy
    Co-Supervised with: Jean-François Nezan (INSA)
  • Mewe-Hezoudah Kahanam (2021-24) – CIFRE Inetum
    Energy Frugality of Artificial Intelligences
    Co-Supervised with: Maxime Pelcat (INSA), Guillaume Fortier (INETUM)
  • Alban Marie (2020-23)
    Image/Video Compression for Bio Inspired Classification
    Co-Supervised with: Lu Zhang (INSA), Luce Morin (INSA)
  • Florian Arrestier (2017-20)
    Optimisation énergétique d’applications reconfigurables modélisées par une description flux de données
    Co-Supervised with: Daniel Menard (INSA), Eduardo Juarez (UPM)
  • Alexandre Honorat (2017-20)
    Advanced DAtaflow Model of computation for cyber-physical Systems (ADAMS)
    Co-Supervised with: Jean-François Nezan (INSA)
  • Justine Bonnot (2016-19)
    Error analysis for approximate computing systems
    Co-Supervised by: Daniel Menard
  • Hamza Deroui (2015-19)
    Etude et implémentation d’algorithmes pour le placement et l’ordonnancement d’applications Dataflow
    Co-Supervised with: Jean-François Nezan (INSA), Alix Munier-Kordon (Lip6)
  • Julien Hascoët (2015-18) – CIFRE Kalray
    High Performance Runtime for Computer Vision and Deep Learning Applications onto a Massively Parallel Architecture
    Co-Supervised with: Jean-François Nezan (INSA), Benoît Dupont de Dinechin (Kalray)

Master & Engineering Students

  • Abdelouahed Drissi – INSA 4th year research project (2023-24)
    Federated Learning with Tangled Program Graph
    Co-Supervised with: Mickael Dardaillon, Quentin Vacher, Paul Allaire (INSA)
  • Evan Davies – INSA 4th year research project (2023-24)
    Continuous Learning Integration with Tangled Program Graph
    Co-Supervised with: Mickael Dardaillon, Quentin Vacher, Paul Allaire (INSA)
  • Margot Bédat – INSA 4th year research project (2022-23)
    Control of a Robotic Arm with a Reinforcement Learning Library.
    Co-Supervised with: Mickael Dardaillon (INSA)
  • Kilian Vincent – INSA 3rd year internship and 4th year research project (2022-23)
    Improving Classification Learning on Tangled Program Graphs
    Co-Supervised with: Mickael Dardaillon (INSA)
  • Arthur Branchu-Harel – INSA 4th year internship (2022)
    Étude de l’influence des méta-paramètres sur l’entrainement de Tangled Program Graph sur des jeux Atari
    Co-Supervised with: Mickael Dardaillon (INSA)
  • Elinor Montmasson – INSA 4th year internship (2022)
    Evaluation de la consommation énergetique des TPGs sur plateformes embarquées
    Co-Supervised with: Mickael Dardaillon (INSA)
  • Simon Mabilat – INSA 4th year research project (2021-22)
    Extension of a Reinforcement Learning Library for Continuous Action Space.
    Co-Supervised with: Nicolas Sourbier (INSA)
  • Hedi Jaafar – INSA 4th year research project (2021-22)
    Control of a Robotic Arm with a Reinforcement Learning Library.
    Co-Supervised with:
  • Victor Bertret & Guillaume Gauthier – INSA 4th year internship (2021)
    Embedded active vision and artificial intelligence for body localization applied to the understanding of swimming movement.
    Co-Supervised with: Maxime Pelcat (INSA), Florian Lemarchand (INSA)
  • Thomas Bourgoin – INSA 4th year internship (2021)
    Code generation for a Reinforcement Learning Library.
    Co-Supervised with: Mickaël Dardaillon (INSA), Nicolas Sourbier (INSA)
  • Thomas Bourgoin – INSA 4th year research project (2020-21)
    Multi-Criteria Embedded Resource Allocation with Malleable Parameters.
    Co-Supervised with: Hugo Miomandre (INSA), Alexandre Honorat (INSA)
  • Cédric Léonard – INSA 4th year research project & internship (2020-21)
    Tangled Program Graphs for Low Complexity Block Partitioning in Video Coding.
    Co-Supervised with: Wassim Hamidouche (INSA) and Alexandre Tissier (INSA)
  • Pierre-Yves Le Rolland-Raumer – INSA 4th year internship (2020)
    Development of a Reinforcement Learning Library.
    Co-Supervised with: Nicolas Sourbier (INSA)
  • Dylan Gageot – INSA 3rd year internship and 4th year research project (2019-20)
    Automated Datatflow Clustering for Efficient Code Generation on Manycore Architectures.
    Co-Supervised with: Florian Arrestier (INSA)
  • Gaël Gendron – INSA 4th year internship (2019)
    Robotic Arm Control with a Reinforcement Learning Algorithm Implemented with Dataflow Graphs.
    Co-Supervised with: Florian Arrestier (INSA)
  • Zhijin Zhang – INSA 4th year internship (2018)
    Development of a Dataflow Library for Computer Vision Algorithms.
    Co-Supervised with: Florian Arrestier (INSA)
  • Hugo Miomandre – INSA end-of-study internship (2017)
    Porting a Runtime Manager for Reconfigurable Dataflow Graph on a Manycore Architecture.
    Co-Supervised with: Kevin Martin (Lab-STICC), Julien Hascoët (Kalray)
  • Mathieu Dejean-Servières – INSA 4th year internship (2017)
    Impact of Image/Video Compression Artifacts on Performance of Image Classification with Convolutional Neural Network
    Co-Supervised with: Kamel Abdelouahab(Inst. Pascal), Wassim Hamidouche, Luce Morin, Maxime Pelcat (INSA)
  • Raquel Lazcano – UPM Master Project (2015)
    Hyperspectral Imaging and Multicore Architectures
    Co-Supervised with: Maxime Pelcat (INSA), Eduardo Juarez (UPM)
  • Romina Racca – end-of-Master Project (2013)
    Meta-modélisation du Modèle de Calcul PiSDF pour son Édition sous Eclipse.
    Co-Supervised with: Maxime Pelcat (INSA)
  • Eilidh Patricia Malcolm – Univ. Strathclyde Master 1 Internship (2012)
    CMake and Preesm projects
    Co-Supervised with: Maxime Pelcat (INSA)