How does agency impact human-AI collaborative design space exploration? A case study on ship design with deep generative models.
Shahroz KhanPanagiotis D. KaklisKosa Goucher-LambertPublished in: CoRR (2023)
Keyphrases
- generative model
- design space exploration
- probabilistic model
- collaborative design
- design space
- artificial intelligence
- hierarchical hidden markov models
- discriminative models
- discriminative learning
- design process
- conditional random fields
- em algorithm
- object categories
- prior knowledge
- expert systems
- deep belief networks
- ship design
- expectation maximization
- collaborative learning
- generative and discriminative models
- machine learning
- semi supervised
- conflict resolution
- deep learning
- case study
- discriminative methods