EE Seminar: Structured GANs

17 ביוני 2018, 15:00 
חדר 206, בניין וולפסון הנדסת מכונות 

 

Speaker: Irad Peleg

M.Sc. student under the supervision of Prof. Lior Wolf

 

Sunday, June 17th, 2018 at 15:00

Room 206, Wolfson Mechanical Bldg., Faculty of Engineering

 

Structured GANs

 

We present Generative Adversarial Networks (GANs), in which the symmetric property of the generated images is controlled. This is obtained through the generator network’s architecture, while the training procedure and the loss remain the same. The symmetric GANs are applied to face image synthesis in order to generate novel faces with a varying amount of symmetry. We also present an unsupervised face rotation capability, which is based on the novel notion of one-shot fine tuning.

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