Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models.
Ardavan SaeediMatthew D. HoffmanStephen J. DiVerdiAsma GhandehariounMatthew J. JohnsonRyan P. AdamsPublished in: CoRR (2017)
Keyphrases
- generative model
- probabilistic model
- mixture model
- conditional random fields
- hierarchical hidden markov models
- discriminative models
- prior knowledge
- discriminative learning
- em algorithm
- deep belief networks
- hidden variables
- topic models
- expectation maximization
- maximum entropy principle
- generative and discriminative models
- representational power
- machine learning
- object categories
- maximum likelihood
- graphical models
- markov random field
- semi supervised
- discriminative methods
- image segmentation