Human study of VGGFACE

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Human study of VGG16 pre-trained on VGGFACE

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 VGG16BN pre-trained on VGGFACE

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