Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions.
Arda SahinerTolga ErgenBatu OzturklerBurak BartanJohn M. PaulyMorteza MardaniMert PilanciPublished in: ICLR (2022)
Keyphrases
- generative model
- closed form solutions
- closed form
- probabilistic model
- special case
- point correspondences
- mixture model
- hierarchical hidden markov models
- constrained optimization
- conditional random fields
- discriminative models
- latent structure
- em algorithm
- semi supervised
- topic models
- expectation maximization
- discriminative learning
- object categories
- similarity measure
- prior knowledge
- feature vectors
- representational power
- generative and discriminative models
- pairwise