Single class few-shot image synthesis

1 papers with code • 0 benchmarks • 0 datasets

The goal of single class few-shot image synthesis task is to learn a generative model that can generate samples with visual attributes from as few as two or more input images images belonging to the same class.

Most implemented papers

DEff-GAN: Diverse Attribute Transfer for Few-Shot Image Synthesis

rajiv1990/DEff-GAN-Data-Efficient-GAN 28 Feb 2023

While single image methods can synthesize image samples with diversity, they do not model multiple images or capture the inherent relationship possible between two images.