Fréchet ChemblNet Distance: A metric for generative models for molecules.
Kristina PreuerPhilipp RenzThomas UnterthinerSepp HochreiterGünter KlambauerPublished in: CoRR (2018)
Keyphrases
- generative model
- distance measure
- distance function
- distance metric
- euclidean distance
- mixture model
- probabilistic model
- discriminative models
- discriminative learning
- hierarchical hidden markov models
- conditional random fields
- em algorithm
- semi supervised
- prior knowledge
- geodesic distance
- metric learning
- maximum entropy principle
- generative and discriminative models
- hidden variables
- topic models
- face recognition
- object categories
- discriminatively trained
- semi supervised learning
- learning algorithm
- expectation maximization
- image classification
- active learning
- pairwise
- image segmentation
- clustering algorithm