https://arxiv.org/abs/2007.06600
Closed-Form Factorization of Latent Semantics in GANs (Yujun Shen, Bolei Zhou)
gan에서 semantic factor를 추출하기. Unsupervised Discovery of Interpretable Directions in the GAN Latent Space(https://arxiv.org/abs/2002.03754)와 GANSpace: Discovering Interpretable GAN Controls(https://arxiv.org/abs/2004.02546)가 떠오르는데...여기서는 더 화끈하게 noise를 latent로 매핑하는 fc의 weight의 eigendecomposition으로 factor들을 찾아낸다! 멋진 접근. #semantic_factor #gan