Leonardo Zepeda-Núñez
5 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(14)
🧭
Keyword Pioneer
👑
Triple Crown
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
diffusion model
(2)
conditional sampling
(2)
fluid dynamics
(2)
latent variable model
(1)
score function
(1)
dynamical system
(1)
stochastic differential equation
(1)
statistical downscaling
(1)
unpaired datum
(1)
chaotic system
(1)
neural network
(1)
probistic mapping
(1)
resolution upsampling
(1)
turbulence modeling
(1)
probabilistic modeling
(1)
large eddy simulation
(1)
uncertainty quantification
(1)
optimal transport
(1)
Papers
DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems
ICML 2024
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
NIPS 2023
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
NIPS 2023
Evolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics For Advection-Dominated Systems
ICLR 2023
User-defined Event Sampling and Uncertainty Quantification in Diffusion Models for Physical Dynamical Systems
ICML 2023