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: CVPR (2023)
Keyphrases
- generative model
- semi supervised
- probabilistic model
- mixture model
- discriminative models
- prior knowledge
- discriminative learning
- em algorithm
- hierarchical hidden markov models
- conditional random fields
- information retrieval
- representational power
- latent dirichlet allocation
- weakly supervised
- unsupervised learning
- higher level
- deep belief networks
- semi supervised learning
- maximum entropy principle
- discriminative methods
- generative and discriminative models
- computer vision