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PhDs

2022-ongoing Pierre-Elliott Thiboud
Funding Cifre Previa Medical
Co-advisors NMickaël Sdika, Nicolas Duchateau
Title Structure and explicability of neural networks for sepsis prevention
2021-ongoing Alexandre Devillers
Funding Ministerial grand
Co-advisors Salima Hassas
Title Deep and active learning of sensori-motor contingencies for robust and efficient representations
2020-2023 Anaëlle Badier
Funding Cifre Nomad Education
Co-advisors Nathalie Guin, Marie Lefevre
Title Adaptive Learning in an extracurricular context: recommendation models and trace analysis of an industrial deployment for continuous improvement of the personalization process
2018-2022 Ruiqi Dai
Funding Ministerial grand
Co-advisors Stefan Duffner, Frédéric Armetta, Mathieu Guillermin
Title Continual class-incremental learning for autonomous object recognition in image sequences
2018-2022 Simon Forest
Funding AMPLIFIER project
Co-advisor Jean-Charles Quinton
Title Topologies in neuro-inspired multimodal perception: learning, fusion and decision making
2017-2020 Alexandre Galdeano
Funding Cifre Hoomano
Co-advisors Salima Hassas, Amélie Cordier
Title Developmental learning of behaviors suggesting empathy in social robots
2016-2019 Victor Lequay
Funding Cifre Ubiant
Co-advisor Salima Hassas
Title A bottom-up approach to energy management in a smart grid: adaptive and reactive model using a decentralized architecture for a generic user-centered system enabling large scale deployments

Master internships

2023 Léo Schneider
Co-advisor Stefan Duffner, Alexandre Devillers
Title Variationnal Contrastive Learning
2023 Yoann Ait-Ichou
Co-advisor Stefan Duffner, Antoine Louchart
Title Deep learning models for birds representations
2021 Alexandre Devillers
Title Deep sensori-motor representation learning for an autonomous agent
2021 José Villamar
Co-advisor Jean-Charles Quinton, Simon Forest
Title Visual decision making: towards a unified formalism of computational models
2021 Étienne Vareille
Title General deep multimodal learning
2020 Valentin Chaffraix
Co-advisor Stefan Duffner, Frédéric Armetta, Mathieu Guillermin
Title Deep neural networks for unsupervised sensori-motor representation learning
2020 Anaëlle Badier
Co-advisor Marie Lefevre
Title Adaptive learning & Learning Analytics : new dimensions for content personalization
2019 Nicolas Condometti
Co-advisor Salima Hassas, Yukie Nagai, Stephan Heinrich
Title Emotion classification with predictive coding
2019 Christophe Techer
Co-advisor Marie Lefevre
Title Automatic generation of questions with or without difficulty settings
2019 Nathan Gauthier
Co-advisor Brice Denoun
Title Deep multimodal learning for social robotics
2018 Simon Forest
Co-advisor Jean-Charles Quinton
Title Multimodal merging for social robots
2018 Pierre Couy
Co-advisors Alexandre Meyer, Frédéric Armetta
Title Deep learning and style transfer applied to skeleton based animation
2018 Étienne Desbois
Co-advisors Alexandre Meyer, Frédéric Armetta
Title Neural style transfer and synthesis for Human motion data
2018 Louis Manhès
Co-advisors Stefan Duffner, Frédéric Armetta
Title Autonomous object recognition with deep developmental learning
2018 Brice Denoun
Co-advisor Amélie Cordier
Title Multimodal Learning for social robots
2017 Florent Gattoni
Co-advisors Alexandre Meyer, Frédéric Armetta
Title Deep learning for virtual human animation and style transfer
2017 Nawel Medjkoune
Co-advisors Stefan Duffner, Frédéric Armetta
Title Autonomous object recognition in videos using neural networks and constructivist learning
2017 Tom Dusséaux
Co-advisor Frédéric Armetta
Title Analysis of an artificial curiosity algorithm
2016 Quentin Bouchon
Co-advisor Salima Hassas
Title A virtual assistant in a smart environment: application to smart vehicles
2015 Maxime Bucher
Co-advisor Alexander Gepperth
Title Distributed multimodal representations: functional properties and scalability
Last update: 17/10/23