Pathway to $O(\sqrt{d})$ Complexity bound under Wasserstein metric of flow-based models

Xiangjun Meng, Zhongjian Wang

We provide attainable analytical tools to estimate the error of flow-based generative models under the Wasserstein metric and to establish the optimal sampling iteration complexity…