Smoothness Similarity Regularization for Few-Shot GAN Adaptation

Vadim Sushko, Ruyu Wang, Juergen Gall

The task of few-shot GAN adaptation aims to adapt a pre-trained GAN model to a small dataset with very few training images. While existing methods perform well when the dataset for…