Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled.
Shengchao LiuChengpeng WangJiarui LuWeili NieHanchen WangZhuoxinran LiBolei ZhouJian TangPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- deep belief networks
- discriminative models
- hierarchical hidden markov models
- mixture model
- conditional random fields
- em algorithm
- prior knowledge
- graph structure
- hidden variables
- semi supervised
- generative and discriminative models
- maximum entropy principle
- representational power
- object categories
- deep learning
- expectation maximization
- topic models
- data sets
- object recognition
- image segmentation