Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions.
Arda SahinerTolga ErgenBatu OzturklerBurak BartanJohn M. PaulyMorteza MardaniMert PilanciPublished in: CoRR (2021)
Keyphrases
- generative model
- closed form solutions
- closed form
- probabilistic model
- special case
- mixture model
- prior knowledge
- point correspondences
- em algorithm
- discriminative learning
- constrained optimization
- discriminative models
- semi supervised
- latent structure
- expectation maximization
- object categories
- hierarchical hidden markov models
- conditional random fields
- convex hull
- topic models
- generative and discriminative models
- language model