Latent Translation: Crossing Modalities by Bridging Generative Models.
Yingtao TianJesse H. EngelPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- discriminative learning framework
- latent structure
- discriminative learning
- latent variables
- discriminative models
- mixture model
- generative process
- prior knowledge
- word alignment
- maximum entropy principle
- hierarchical hidden markov models
- em algorithm
- object categories
- generative and discriminative models
- latent dirichlet allocation
- cross language information retrieval
- machine translation
- conditional random fields
- topic models
- semi supervised learning
- semi supervised
- query translation
- statistical machine translation
- machine translation system
- learning process
- pairwise
- information retrieval
- latent variable models
- expectation maximization
- graphical models