Human study of CASIA

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

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

Human study of SphereFace pre-trained on CASIA

Ours vs GMI

Ours vs PGGAN (our proposed baseline)

Ours vs Celeba Top confidence

Ours vs Sample Top confidence

Ours vs AMI