Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models.
Matthew L. OlsonShusen LiuRushil AnirudhJayaraman J. ThiagarajanPeer-Timo BremerWeng-Keen WongPublished in: CoRR (2023)
Keyphrases
- generative model
- semi supervised
- probabilistic model
- discriminative models
- mixture model
- hierarchical hidden markov models
- discriminative learning
- higher level
- object categories
- semi supervised learning
- hidden variables
- em algorithm
- conditional random fields
- unsupervised learning
- maximum entropy principle
- prior knowledge
- topic models
- machine learning
- labeled data
- maximum margin