François Rozet

17 papers A* 4Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation.
CoRR
Gérôme Andry, François Rozet, Sacha Lewin, Omer Rochman Sharabi, Victor Mangeleer, Matthias Pirlet, Elise Faulx, Marilaure Grégoire, Gilles Louppe
2025 J jnl
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation.
CoRR
François Rozet, Ruben Ohana, Michael McCabe, Gilles Louppe, François Lanusse, Shirley Ho
2025 J jnl
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme.
CoRR
Rudy Morel, Francesco Pio Ramunno, Jeff Shen, Alberto Bietti, Kyunghyun Cho, Miles D. Cranmer, Siavash Golkar, Olexandr Gugnin, Géraud Krawezik, Tanya Marwah, Michael McCabe, Lucas Meyer, Payel Mukhopadhyay, Ruben Ohana, Liam Holden Parker, Helen Qu, François Rozet, K. D. Leka, François Lanusse, David Fouhey, Shirley Ho
2025 J jnl
Training-Free Data Assimilation with GenCast.
CoRR
Thomas Savary, François Rozet, Gilles Louppe
2025 J jnl
Walrus: A Cross-Domain Foundation Model for Continuum Dynamics.
CoRR
Michael McCabe, Payel Mukhopadhyay, Tanya Marwah, Bruno Régaldo-Saint Blancard, François Rozet, Cristiana Diaconu, Lucas Meyer, Kaze W. K. Wong, Hadi Sotoudeh, Alberto Bietti, Irina Espejo, Rio Fear, Siavash Golkar, Tom Hehir, Keiya Hirashima, Géraud Krawezik, François Lanusse, Rudy Morel, Ruben Ohana, Liam Holden Parker, Mariel Pettee, Jeff Shen, Kyunghyun Cho, Miles D. Cranmer, Shirley Ho
2024 A* conf
Learning Diffusion Priors from Observations by Expectation Maximization.
NeurIPS
François Rozet, Gérôme Andry, François Lanusse, Gilles Louppe
2024 J jnl
Learning Diffusion Priors from Observations by Expectation Maximization.
CoRR
François Rozet, Gérôme Andry, François Lanusse, Gilles Louppe
2024 A* conf
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning.
NeurIPS
Ruben Ohana, Michael McCabe, Lucas Meyer, Rudy Morel, Fruzsina Julia Agocs, Miguel Beneitez, Marsha Berger, Blakesley Burkhart, Stuart B. Dalziel, Drummond B. Fielding, Daniel Fortunato, Jared A. Goldberg, Keiya Hirashima, Yan-Fei Jiang, Rich R. Kerswell, Suryanarayana Maddu, Jonah Miller, Payel Mukhopadhyay, Stefan S. Nixon, Jeff Shen, Romain Watteaux, Bruno Régaldo-Saint Blancard, François Rozet, Liam Holden Parker, Miles D. Cranmer, Shirley Ho
2024 J jnl
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning.
CoRR
Ruben Ohana, Michael McCabe, Lucas Meyer, Rudy Morel, Fruzsina Julia Agocs, Miguel Beneitez, Marsha Berger, Blakesley Burkhart, Stuart B. Dalziel, Drummond B. Fielding, Daniel Fortunato, Jared A. Goldberg, Keiya Hirashima, Yan-Fei Jiang, Rich R. Kerswell, Suryanarayana Maddu, Jonah Miller, Payel Mukhopadhyay, Stefan S. Nixon, Jeff Shen, Romain Watteaux, Bruno Régaldo-Saint Blancard, François Rozet, Liam Holden Parker, Miles D. Cranmer, Shirley Ho
2023 J jnl
Score-based Data Assimilation for a Two-Layer Quasi-Geostrophic Model.
CoRR
François Rozet, Gilles Louppe
2023 A* conf
Score-based Data Assimilation.
NeurIPS
François Rozet, Gilles Louppe
2023 J jnl
Score-based Data Assimilation.
CoRR
François Rozet, Gilles Louppe
2022 J jnl
A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful.
Trans. Mach. Learn. Res.
Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Volodimir Begy, Gilles Louppe
2022 A* conf
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation.
NeurIPS
Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe
2022 J jnl
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation.
CoRR
Arnaud Delaunoy, Joeri Hermans, François Rozet, Antoine Wehenkel, Gilles Louppe
2021 J jnl
Arbitrary Marginal Neural Ratio Estimation for Simulation-based Inference.
CoRR
François Rozet, Gilles Louppe
2021 J jnl
Averting A Crisis In Simulation-Based Inference.
CoRR
Joeri Hermans, Arnaud Delaunoy, François Rozet, Antoine Wehenkel, Gilles Louppe