Donà, Jérémie

7 publications

TMLR 2025 Learning the Language of Protein Structure Jérémie Dona, Benoit Gaujac, Timothy Atkinson, Liviu Copoiu, Thomas Pierrot, Thomas D Barrett

ICMLW 2024 Quality-Diversity for One-Shot Biological Sequence Design Jérémie Dona, Arthur Flajolet, Andrei Marginean, Antoine Cully, Thomas Pierrot

ICLR 2022 Constrained Physical-Statistics Models for Dynamical System Identification and Prediction Jérémie Dona, Marie Déchelle, Patrick Gallinari, Marina Levy

ICML 2022 Generalizing to New Physical Systems via Context-Informed Dynamics Model Matthieu Kirchmeyer, Yuan Yin, Jeremie Dona, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari

ICLR 2021 Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting Yuan Yin, Vincent Le Guen, Jérémie Dona, Emmanuel de Bezenac, Ibrahim Ayed, Nicolas Thome, Patrick Gallinari

ECML-PKDD 2021 Differentiable Feature Selection, a Reparameterization Approach Jérémie Donà, Patrick Gallinari

ICLR 2021 PDE-Driven Spatiotemporal Disentanglement Jérémie Donà, Jean-Yves Franceschi, Sylvain Lamprier, Patrick Gallinari