Mutual Information Divergence: A Unified Metric for Multimodal Generative Models.
Jin-Hwa KimYunji KimJiyoung LeeKang Min YooSang-Woo LeePublished in: NeurIPS (2022)
Keyphrases
- generative model
- mutual information
- multimodal image registration
- normalized mutual information
- probabilistic model
- image registration
- information theoretic
- similarity measure
- mixture model
- discriminative learning
- em algorithm
- feature selection
- topic models
- prior knowledge
- conditional random fields
- hierarchical hidden markov models
- discriminative models
- information gain
- representational power
- semi supervised
- maximum entropy principle
- distance metric
- distance measure
- object categories
- metric learning
- hidden variables
- learning process
- decision trees
- active learning
- supervised learning
- discriminative methods
- information retrieval
- expectation maximization