2 papers
stat.CO2026
Annealed Langevin Monte Carlo for Flow ODE Sampling
Hanwen Huang
We propose Annealed Langevin Monte Carlo for Flow ODE Sampling (ALMC-ODE), a method for generating samples from unnormalized target distributions, with a particular emphasis on mul…
stat.CO2025
A Closed-Form Framework for Schrödinger Bridges Between Arbitrary Densities
Hanwen Huang
Score-based generative models have recently attracted significant attention for their ability to generate high-fidelity data by learning maps from simple Gaussian priors to complex…