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by fogof
1821 days ago
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You can see what they're saying about the fixed in place features with the beards in the first video, but StyleGAN gets the teeth symmetry right whereas this work seems to have trouble with it. Why don't the teeth in the StyleGAN slide around like the beard does? |
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> In a further test we created two example cinemagraphs that mimic small-scale head movement and facial animation in FFHQ. The geometric head motion was generated as a random latent space walk along hand-picked directions from GANSpace [24] and SeFa [50]. The changes in expression were realized by applying the “global directions” method of StyleCLIP [45], using the prompts “angry face”, “laughing face”, “kissing face”, “sad face”, “singing face”, and “surprised face”. The differences between StyleGAN2 and Alias-Free GAN are again very prominent, with the former displaying jarring sticking of facial hair and skin texture, even under subtle movements