Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in GANs

Shaoning Zeng, Bob Zhang

In the generator of typical Generative Adversarial Networks (GANs), a noise is inputted to generate fake samples via a series of convolutional operations. However, current noise ge…