GIF trains face recognition by predicting structured integer codes per identity, cutting classifier cost from linear to logarithmic in the number of identities while improving IJB-B/IJB-C accuracy over efficient-training competitors.
Umdfaces: An annotated face dataset for training deep networks
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GIF: Generative Inspiration for Face Recognition at Scale
GIF trains face recognition by predicting structured integer codes per identity, cutting classifier cost from linear to logarithmic in the number of identities while improving IJB-B/IJB-C accuracy over efficient-training competitors.