Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions.
Mahyar KhayatkhoeiWael AbdAlmageedPublished in: CoRR (2023)
Keyphrases
- precision and recall
- generative model
- high dimensions
- high dimensional data
- probabilistic model
- high dimensional
- information extraction
- discriminative learning
- em algorithm
- hierarchical hidden markov models
- prior knowledge
- high dimensional spaces
- semi supervised
- conditional random fields
- discriminative models
- expectation maximization
- poor quality
- data points
- data analysis
- highest precision
- object detection
- similarity search
- training set
- image features
- nearest neighbor
- generative and discriminative models
- low dimensional