This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models.

Patrick J. Tinsley Adam Czajka Patrick J. Flynn

Published in: WACV (2021)

Keyphrases

generative model
probabilistic model
mixture model
discriminative learning
conditional random fields
hierarchical hidden markov models

prior knowledge
generative and discriminative models
discriminative models
human faces
em algorithm
topic models

object categories
face images
hidden variables
maximum entropy principle
information retrieval
graphical models

facial expressions
semi supervised
decision trees
natural images
facial features
discriminative methods