Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models.
Ardavan SaeediMatthew D. HoffmanStephen J. DiVerdiAsma GhandehariounMatthew J. JohnsonRyan P. AdamsPublished in: AISTATS (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- em algorithm
- semi supervised
- deep belief networks
- maximum entropy principle
- hidden variables
- recommender systems
- object categories
- data sets
- discriminatively trained
- semi supervised learning
- conditional random fields
- topic models
- expectation maximization
- similarity measure