1 citations · 1 across the 5 of their papers we have counts for
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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…
stat.CO2024★ 1 cited
One-step data-driven generative model via Schrödinger Bridge
Hanwen Huang
Generating samples from a probability distribution is a fundamental task in machine learning and statistics. This article proposes a novel scheme for sampling from a distribution f…