3DAvatarGAN: Bridging Domains for Personalized Editable Avatars
Rameen Abdal1  Hsin-Ying Lee2  Peihao Zhu1  Menglei Chai2  Aliaksandr Siarohin2 
Peter Wonka1  Sergey Tulyakov2 
1KAUST
2 Snap Inc.
(Play at 2x for a faster overview of the results)
Caricature
3D Caricature : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We show the results under different viewpoints.
3D Caricature Animation : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We animate the resulting avatars using source domain. We show the results under different viewpoints.
3D Caricature Editing : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We do hairstyle editing on both the domains. We show the results under different viewpoints.
3D Caricature Editing : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We do expression editing on both the domains. We show the results under different viewpoints.
Pixar Toons
3D Pixar : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We show the results under different viewpoints.
3D Pixar Animation : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We animate the resulting avatars using source domain. We show the results under different viewpoints.
3D Pixar Editing : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We do hairstyle editing on both the domains. We show the results under different viewpoints.
3D Pixar Editing : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We do expression editing on both the domains. We show the results under different viewpoints.
Cartoons
3D Cartoon : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We show the results under different viewpoints.
3D Cartoon Animation : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We animate the resulting avatars using source domain. We show the results under different viewpoints.
3D Cartoon Editing : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We do hairstyle editing on both the domains. We show the results under different viewpoints.
3D Cartoon Editing : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We do expression editing on both the domains. We show the results under different viewpoints.
Comparison with Baseline
Comparison of our method with the baseline. We show 3D avatars produced by our method and the baseline under different views. We also show the corresponding depth maps. Notice that baseline method often degenerates to 2D and loses the 3D structure.
Personalized 3D Avatar Editing Sessions
             +Hair                      +Eyebrows
             +Cheeks                      +Smile
             +Smile                      +Hair
             +Shape                      +Animation
             +Neck                      +Hair
             +Eyebrows                    +Neck
             +Cheeks                      +Animation
Thin Plate Spline Geometry Editing Sessions