Yi-Fan Chen
3 papers · 2022–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
fluid dynamics
(2)
policy gradient
(1)
optimal transport
(1)
continuous control
(1)
variance reduction
(1)
latent variable model
(1)
diffusion model
(1)
stochastic differential equation
(1)
statistical downscaling
(1)
conditional sampling
(1)
unpaired data
(1)
quasi-monte carlo
(1)
neural network
(1)
probistic mapping
(1)
resolution upsampling
(1)
turbulence modeling
(1)
probabilistic modeling
(1)
large eddy simulation
(1)
Papers
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
NeurIPS 2023
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
NeurIPS 2023
Policy Learning and Evaluation with Randomized Quasi-Monte Carlo
AISTATS 2022