Microstructure reconstruction of 2D/3D random materials via diffusion-based deep generative models.
Xianrui LyuXiaodan RenPublished in: CoRR (2023)
Keyphrases
- generative model
- mechanical properties
- probabilistic model
- mixture model
- discriminative learning
- hierarchical hidden markov models
- em algorithm
- deep belief networks
- prior knowledge
- expectation maximization
- semi supervised
- pose estimation
- conditional random fields
- high resolution
- topic models
- discriminative models
- higher order
- sparse coding
- object categories
- hidden variables
- image processing
- image registration
- bayesian networks
- discriminative methods
- supervised learning