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Human study of VGGFACE2

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Human study of ResNet50 pre-trained on VGGFACE2

Ours vs DeepInversion (average face)

Ours vs GMI

Ours vs PGGAN (our proposed baseline)

Ours vs Celeba Top confidence

Ours vs Sample Top confidence

Ours vs AMI

Ablation: W&clip vs Z

Ablation: W&clip vs Z&clip

Ablation: W&clip vs W

Ablation: W&clip vs Z+

Ablation: W&clip vs Z+&clip

Ablation: W&clip vs W+

Ablation: W&clip vs W+&clip

Ablation: StyleGAN (FFHQ) vs StyleGAN2 (FFHQ)

Ablation: StyleGAN (CelebA) vs StyleGAN (FFHQ)

Ablation: StyleGAN (CelebA) vs StyleGAN2 (FFHQ)

Human study of Inception Resnet (V1) pre-trained on VGGFACE2

Ours vs DeepInversion (average face)

Ours vs GMI

Ours vs PGGAN (our proposed baseline)

Ours vs Celeba Top confidence

Ours vs Sample Top confidence

Ours vs AMI