The GAN that Warped: Semantic Attribute Editing with Unpaired Data



Partial edits with high resolution Flickr birds

Beak larger than head

Beak smaller than head



Beak larger than head

Beak smaller than head



Beak larger than head

Beak smaller than head



Beak larger than head

Beak smaller than head



Beak larger than head

Beak smaller than head




Partial edits with high resolution Flickr faces

Big Nose

Smiling



Arched Eyebrows

Smiling



Arched Eyebrows

Big Nose




CelebA results




Partial edits

Smile

Big Nose


Arched eyebrows

Narrowed eyes


Pointy nose