Search Results for author: Binxu Wang

Found 2 papers, 2 papers with code

The Geometry of Deep Generative Image Models and its Applications

1 code implementation15 Jan 2021 Binxu Wang, Carlos R. Ponce

Our results illustrate that defining the geometry of the GAN image manifold can serve as a general framework for understanding GANs.

GAN inversion

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.

GAN inversion

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