Yotam Nitzan

I am a Ph.D. student in Computer Science at Tel-Aviv Univeristy, advised by Prof. Daniel Cohen-Or. My research interests are machine learning, computer vision and computer graphics.

Previously, I received M.Sc. (summa cum laude) in Computer Science from Tel-Aviv Univeristy and B.Sc. (cum laude) in Applied Mathematics from Bar-Ilan University.

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Research

Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation
Elad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, Daniel Cohen-Or
Arxiv, 2020
project page / arXiv / code

A generic image-to-image framework, based on an encoder that directly maps into the latent space of a pretrained generator, StyleGAN2.

Face Identity Disentanglement via Latent Space Mapping
Yotam Nitzan, Amit Bermano, Yangyan Li, Daniel Cohen-Or
SIGGRAPH Asia, 2020
project page / arXiv / code

We propose to disentangle identity from other facial attributes by mapping directly into the latent space of a pretrained generator, StyleGAN.


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