no code implementations • 23 May 2024 • Chuqi Chen, Yahong Yang, Yang Xiang, Wenrui Hao
Our experimental and theoretical analyses demonstrate that, from a training perspective, AD outperforms FD in solving partial differential equations.
no code implementations • 4 Jul 2023 • Chuqi Chen, Yue Wu, Yang Xiang
In this paper, we analyze the stability of the training process of these GANs from the perspective of probability density dynamics.
no code implementations • 19 Mar 2023 • Chuqi Chen, Yue Wu, Yang Xiang
We adopt the GAN framework and replace the discriminator with a feature transformation network to map the data into a latent space.