Latent Space Cartography: Generalised Metric-Inspired Measures and Measure-Based Transformations for Generative Models.
Max F. FrenzelBogdan TeleagaAsahi UshioPublished in: CoRR (2019)
Keyphrases
- generative model
- latent space
- probabilistic model
- distance measure
- bayesian framework
- mixture model
- prior knowledge
- similarity measure
- em algorithm
- discriminative learning
- semi supervised
- distance metric
- latent variables
- dimensionality reduction
- expectation maximization
- topic models
- transfer learning
- text classification
- computer vision
- euclidean distance
- latent dirichlet allocation
- data sets