A Geometric Analysis of Deep Generative Image Models and Its Applications

1 code implementation • ICLR 2021 • Binxu Wang, Carlos R Ponce

We show that the use of this metric allows for more efficient optimization in the latent space (e. g. GAN inversion) and facilitates unsupervised discovery of interpretable axes.

Image-Variation