This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models.
Patrick J. TinsleyAdam CzajkaPatrick J. FlynnPublished in: CoRR (2021)
Keyphrases
- generative model
- probabilistic model
- em algorithm
- discriminative learning
- mixture model
- human faces
- prior knowledge
- discriminative models
- semi supervised
- conditional random fields
- generative and discriminative models
- representational power
- face images
- hierarchical hidden markov models
- hidden variables
- object categories
- feature space
- maximum likelihood
- facial features
- graphical models
- object detection
- computer vision
- machine learning