PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models.
Sachit MenonAlexandru DamianShijia HuNikhil RaviCynthia RudinPublished in: CoRR (2020)
Keyphrases
- space exploration
- generative model
- discriminative learning framework
- probabilistic model
- latent structure
- latent variables
- discriminative learning
- mixture model
- generative process
- discriminative models
- topic models
- obstacle avoidance
- low resolution
- conditional random fields
- object categories
- prior knowledge
- em algorithm
- semi supervised
- generative and discriminative models
- latent dirichlet allocation
- hidden variables
- maximum entropy
- latent variable models
- expectation maximization
- maximum entropy principle
- maximum likelihood
- hierarchical hidden markov models
- language modeling
- graphical models