Search Results for author: Nicky Bayat

Found 3 papers, 2 papers with code

Latent Vector Recovery of Audio GANs

no code implementations16 Oct 2020 Andrew Keyes, Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh

Through our deep neural network based method of training on real and synthesized audio, we are able to predict a latent vector that corresponds to a reasonable reconstruction of real audio.

Inverse mapping of face GANs

1 code implementation11 Sep 2020 Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh

The vast majority of studies on latent vector recovery perform well only on generated images, we argue that our method can be used to determine a mapping between real human faces and latent-space vectors that contain most of the important face style details.

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