Fashioning the Future: Unlocking the Creative Potential of Deep Generative Models for Design Space Exploration.
Richard Lee DavisThiemo WambsganssWei JiangKevin Gonyop KimTanja KäserPierre DillenbourgPublished in: CHI Extended Abstracts (2023)
Keyphrases
- generative model
- design space exploration
- probabilistic model
- discriminative models
- design process
- mixture model
- design space
- discriminative learning
- hierarchical hidden markov models
- deep belief networks
- em algorithm
- prior knowledge
- conditional random fields
- computer architecture
- representational power
- maximum entropy principle
- discriminative methods
- object categories
- topic models
- semi supervised
- machine learning
- deep learning
- real world