Generative VS non-Generative Models in Engineering Shape Optimization.
Muhammad UsamaZahid MasoodShahroz KhanKonstantinos V. KostasPanagiotis D. KaklisPublished in: CoRR (2024)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- discriminative models
- mixture model
- prior knowledge
- generative and discriminative models
- latent dirichlet allocation
- discriminative methods
- em algorithm
- object parts
- expectation maximization
- topic models
- semi supervised
- fisher kernel
- computer vision
- shape model
- hierarchical hidden markov models
- unsupervised learning
- object categories
- maximum entropy
- maximum entropy principle
- conditional random fields
- discriminatively trained
- information extraction
- pairwise