2025
NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism
UAI 2025
Flow-based generative models have shown promise in various machine learning applications, but they often face challenges in handling noise and ensuring robustness in trajectory estimation. In this work, we propose NRFlow, a novel extension to flow-based generative modeling that incorporates second-o