Deep Generative Models in Engineering Design: A Review.
Lyle RegenwetterAmin Heyrani NobariFaez AhmedPublished in: CoRR (2021)
Keyphrases
- engineering design
- generative model
- probabilistic model
- discriminative learning
- mixture model
- artificial intelligence
- design process
- deep belief networks
- discriminative models
- hierarchical hidden markov models
- conditional random fields
- em algorithm
- prior knowledge
- object categories
- engineering education
- engineering problems
- semi supervised
- maximum entropy principle
- generative and discriminative models
- topic models
- semi supervised learning
- hidden variables
- data mining