Jérémie Donà

14 papers A* 4A 1Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Learning the Language of Protein Structure. Trans. Mach. Learn. Res. Jérémie Donà, Benoit Gaujac, Timothy Atkinson, Liviu Copoiu, Thomas Pierrot, Thomas D. Barrett
2024	J	`jnl`	Learning the Language of Protein Structure. CoRR Benoit Gaujac, Jérémie Donà, Liviu Copoiu, Timothy Atkinson, Thomas Pierrot, Thomas D. Barrett
2023	A	`conf`	Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces. GECCO Raphaël Boige, Guillaume Richard, Jérémie Donà, Thomas Pierrot, Antoine Cully
2023	J	`jnl`	Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces. CoRR Raphaël Boige, Guillaume Richard, Jérémie Donà, Thomas Pierrot, Antoine Cully
2022	A*	`conf`	Constrained Physical-Statistics Models for Dynamical System Identification and Prediction. ICLR Jérémie Donà, Marie Déchelle, Patrick Gallinari, Marina Levy
2022	A*	`conf`	Generalizing to New Physical Systems via Context-Informed Dynamics Model. ICML Matthieu Kirchmeyer, Yuan Yin, Jérémie Donà, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari
2022	J	`jnl`	Generalizing to New Physical Systems via Context-Informed Dynamics Model. CoRR Matthieu Kirchmeyer, Yuan Yin, Jérémie Donà, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari
2022	—	`—`	Statistical learning of physical dynamics. (Apprentissage statistique de dynamiques physiques). Jérémie Donà
2021	A*	`conf`	Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting. ICLR Yuan Yin, Vincent Le Guen, Jérémie Donà, Emmanuel de Bézenac, Ibrahim Ayed, Nicolas Thome, Patrick Gallinari
2021	—	`conf`	Differentiable Feature Selection, A Reparameterization Approach. ECML/PKDD (3) Jérémie Donà, Patrick Gallinari
2021	J	`jnl`	Differentiable Feature Selection, a Reparameterization Approach. CoRR Jérémie Donà, Patrick Gallinari
2021	A*	`conf`	PDE-Driven Spatiotemporal Disentanglement. ICLR Jérémie Donà, Jean-Yves Franceschi, Sylvain Lamprier, Patrick Gallinari
2020	J	`jnl`	Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting. CoRR Vincent Le Guen, Yuan Yin, Jérémie Donà, Ibrahim Ayed, Emmanuel de Bézenac, Nicolas Thome, Patrick Gallinari
2020	J	`jnl`	PDE-Driven Spatiotemporal Disentanglement. CoRR Jérémie Donà, Jean-Yves Franceschi, Sylvain Lamprier, Patrick Gallinari