Grants and Awards
- [2021-2022] Architecture of Ribosomal Protein Networks: towards the idea of molecular brains with Youri Timsit and Daniel Bennequin, Modélisation du vivant - AAP, CNRS
- NeurIPS 2022 Scholar Award
Publications
Journals
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Combining the Projective Consciousness Model and Virtual Humans to assess ToM capacity in Virtual Reality: a proof-of-concept.
D. Rudrauf, G. Sergeant-Perthuis, Y. Tisserand, T. Monnor, O. Belli.
Accepted to ACM Transactions on Interactive Intelligent Systems, 2022. link to paper -
Modeling the subjective perspective of consciousness and its role in the control of behaviours.
D. Rudrauf, G. Sergeant-Perthuis, O. Belli, Y. Tisserand, G. Di Marzo Serugendo.
Journal of Theoretical Biology, 2022. link to paper, link to presentation -
Toward the idea of molecular brain .
Y. Timsit, G. Sergeant-Perthuis.
International Journal of Molecular Sciences, 2021. link to paper -
Evolution of ribosomal protein network architecture .
Y. Timsit, G. Sergeant-Perthuis and D. Bennequin.
Scientific Reports, 2021. link to paper
Proceedings of International Conferences
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On Non-Linear operators for Geometric Deep Learning.
G. Sergeant-Perthuis, J. Maier, J. Bruna and E. Oyallon.
NeurIPS 2022 link to paper, link to presentation
Preprints
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Regionalized optimization.
G. Sergeant-Perthuis, 2022
Submission to ICML 2023. link to paper, link to presentation -
Extra-fine sheaves and interaction decompositions .
D. Bennequin, J. P. Vigneaux, O. Peltre, G. Sergeant-Perthuis, 2020.
Submitted to Algebraic and Geometric Topology. link to paper
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Interaction decomposition for Hilbert spaces .
G. Sergeant-Perthuis, 2021. link to paper -
Interaction decomposition for presheaves .
G. Sergeant-Perthuis, 2020. link to paper -
Intersection property and interaction decomposition .
G. Sergeant-Perthuis, 2019. link to paper -
Bayesian/graphoid intersection property for factorisation models .
G. Sergeant-Perthuis, 2019 . link to paper
Talks
- On Non-Linear operators for Geometric Deep Learning
NeurIPS 2022, 30 November 2022, Slides (open with Acrobate Reader for animations) - On Non-Linear operators for Geometric Deep Learning
NeurIPS@Paris , Paris, 24 November 2022, Poster - Structured representations in learning and action
MLIA Team meeting , ISIR, Sorbonne Université, Paris, 16 October 2022, Slides - The role of consciousness in social active inference and the emergence of adaptive and maladaptive behaviours
Computational phenomenology weekly discussion group, VERSES Research Lab/Spatial Web Foundation, 6 October 2022 - Regionalized optimisation and message passing algorithms
Séminaire du Centre de Recherche en Informatique de Lens (CRIL) , Lens, 31 March 2022, Slides - Regionalized optimisation and message passing algorithms
Workshop 'Geometrie de Wassertein, Laboratoire de Mathematique de Lens, Lens, 17 December 2021 - Active inference with perspective taking
Workshop 'Geometrie de Wassertein', Laboratoire de Mathematique de Lens, Lens, 17 December 2021 - The role of consciousness in social active inference and the emergence of adaptive and maladaptive behaviors
XXIX CONGRESSO NAZIONALE , SIPF, Palermo, 1 October 2021 - The role of consciousness in social active inference and the emergence of adaptive and maladaptive behaviors
Seminario del Istituto di Fisiologia Umana, Istituto di Fisiologia Umana, University of Palermo
29 September 2021, Slides - Modelling consciousness using projective geometry
Seminar on consciousness, LPNC, at Grenoble, 21 September 2021