Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception.
Phillip MuellerLars MikelsonsPublished in: CoRR (2024)
Keyphrases
- generative model
- product design
- conceptual design
- probabilistic model
- mixture model
- discriminative learning
- hierarchical hidden markov models
- design process
- discriminative models
- em algorithm
- life cycle
- knowledge engineering
- conditional random fields
- knowledge management
- deep belief networks
- prior knowledge
- object categories
- semi supervised
- customer satisfaction
- knowledge representation
- generative and discriminative models
- topic models
- real world
- expectation maximization
- information extraction
- expert systems
- deep learning
- data analysis
- object detection
- information retrieval