FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery

Krishna Kumar Singh, Utkarsh Ojha, Yong Jae Lee

We propose FineGAN, a novel unsupervised GAN framework, which disentangles the background, object shape, and object appearance to hierarchically generate images of fine-grained obj…