Learning Generative Models of Structured Signals from Their Superposition Using GANs with Application to Denoising and Demixing.
Mohammadreza SoltaniSwayambhoo JainAbhinav V. SambasivanPublished in: CoRR (2019)
Keyphrases
- generative model
- discriminative learning
- denoising
- hidden variables
- prior knowledge
- probabilistic model
- boltzmann machine
- learning algorithm
- learning process
- parameter learning
- supervised learning
- mixture model
- learned models
- bayesian networks
- probability distribution
- semi supervised
- hidden markov models
- image classification
- active learning
- positive examples
- object categorization
- support vector