This Face Does Not Exist... But It Might Be Yours! Identity Leakage in Generative Models.
Patrick J. TinsleyAdam CzajkaPatrick J. FlynnPublished 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