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Latent Vector Recovery of Audio GANs
Andrew Keyes, Nicky Bayat, Vahid Reza Khazaie +1
Advanced Generative Adversarial Networks (GANs) are remarkable in generating intelligible audio from a random latent vector. In this paper, we examine the task of recovering the la…
Multi Scale Identity-Preserving Image-to-Image Translation Network for Low-Resolution Face Recognition
Vahid Reza Khazaie, Nicky Bayat, Yalda Mohsenzadeh
State-of-the-art deep neural network models have reached near perfect face recognition accuracy rates on controlled high-resolution face images. However, their performance is drast…
Inverse mapping of face GANs
Nicky Bayat, Vahid Reza Khazaie, Yalda Mohsenzadeh
Generative adversarial networks (GANs) synthesize realistic images from a random latent vector. While many studies have explored various training configurations and architectures f…