The capacity of distinguishable synthetic identity generation under face verification is characterized by spherical-code problems on the unit hypersphere, with lower bounds derived for both deterministic and stochastic generation models.
Dcface: Synthetic face generation with dual condition diffusion model,
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On the Capacity of Distinguishable Synthetic Identity Generation under Face Verification
The capacity of distinguishable synthetic identity generation under face verification is characterized by spherical-code problems on the unit hypersphere, with lower bounds derived for both deterministic and stochastic generation models.