Refining Deep Generative Models via Discriminator Gradient Flow.
Abdul Fatir AnsariMing Liang AngHarold SohPublished in: ICLR (2021)
Keyphrases
- generative model
- gradient flow
- active contours
- energy functional
- partial differential equations
- level set
- active contour model
- probabilistic model
- deep belief networks
- curve evolution
- mixture model
- bayesian framework
- discriminative learning
- discriminative models
- em algorithm
- variational formulation
- hierarchical hidden markov models
- conditional random fields
- prior knowledge
- semi supervised
- image dependent
- segmentation method
- shape prior
- unsupervised learning
- higher order
- expectation maximization
- deep learning
- generative and discriminative models