François Rozet
4 papers · 2022–2024 · 1 venue · across top CS/AI venues
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Achievements
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🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Keywords
bayesian inverse problem
(2)
prior learning
(1)
bayesian inference
(1)
uncertainty quantification
(1)
expectation maximization
(1)
posterior sampling
(1)
trajectory inference
(1)
posterior approximation
(1)
generative model
(1)
diffusion model
(1)
surrogate model
(1)
simulation-based inference
(1)
fluid dynamics
(1)
noisy observation
(1)
physics simulation
(1)
data assimilation
(1)
score-based generative model
(1)
stochastic dynamical system
(1)
machine learning benchmark
(1)
state trajectory
(1)
Papers
Learning Diffusion Priors from Observations by Expectation Maximization
NeurIPS 2024
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
NeurIPS 2024
Score-based Data Assimilation
NeurIPS 2023
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
NeurIPS 2022