An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks

Haedong Jeong, Jiyeon Han, Jaesik Choi

Despite significant improvements on the image generation performance of Generative Adversarial Networks (GANs), generations with low visual fidelity still have been observed. As wi…