The Design Space of Generative Models.
Meredith Ringel MorrisCarrie J. CaiJess HolbrookChinmay KulkarniMichael TerryPublished in: CoRR (2023)
Keyphrases
- design space
- generative model
- probabilistic model
- design process
- mixture model
- discriminative models
- design space exploration
- prior knowledge
- design tools
- em algorithm
- search space
- maximum entropy principle
- conditional random fields
- object categories
- semi supervised
- discriminative learning
- expectation maximization
- generative and discriminative models
- topic models
- representational power
- hierarchical hidden markov models
- learning styles
- machine learning
- object detection
- image analysis
- search algorithm
- case study