Deep Generative Models on 3D Representations: A Survey.
Zifan ShiSida PengYinghao XuYiyi LiaoYujun ShenPublished in: CoRR (2022)
Keyphrases
- generative model
- deep belief networks
- feature representations
- probabilistic model
- deep learning
- mixture model
- prior knowledge
- unsupervised learning
- semi supervised
- hierarchical hidden markov models
- discriminative learning
- em algorithm
- discriminative models
- maximum entropy principle
- visual patterns
- machine learning
- object categories
- topic models
- higher level
- natural images
- restricted boltzmann machine
- representational power
- discriminatively trained
- data sets
- conditional random fields
- hidden variables
- higher order
- information extraction
- probability distribution
- active learning
- pairwise
- generative and discriminative models