PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models.
Sachit MenonAlexandru DamianShijia HuNikhil RaviCynthia RudinPublished in: CVPR (2020)
Keyphrases
- space exploration
- generative model
- discriminative learning framework
- probabilistic model
- latent structure
- latent variables
- discriminative learning
- mixture model
- generative process
- obstacle avoidance
- prior knowledge
- discriminative models
- low resolution
- topic models
- latent dirichlet allocation
- hierarchical hidden markov models
- em algorithm
- semi supervised
- discriminative methods
- expectation maximization
- latent variable models
- maximum entropy principle
- information extraction
- generative and discriminative models
- conditional random fields
- image features
- representational power
- active learning
- information retrieval