An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions.
Mohammad JalaliCheuk Ting LiFarzan FarniaPublished in: NeurIPS (2023)
Keyphrases
- multi modal
- information theoretic
- multi modality
- generative model
- discriminative learning
- information bottleneck
- mutual information
- learning algorithm
- hidden variables
- information theory
- supervised learning
- kullback leibler divergence
- high dimensional
- conditional random fields
- kl divergence
- log likelihood
- mixture model
- prior knowledge
- probabilistic model
- graphical models
- feature extraction
- latent variables
- random variables
- model selection
- computer vision
- image classification
- machine learning