Learning from Crowd Labeling with Semi-crowdsourced Deep Generative Models.
Xuan WeiMingyue ZhangDaniel Dajun ZengPublished in: ChineseCSCW (2020)
Keyphrases
- generative model
- discriminative learning
- deep belief networks
- boltzmann machine
- parameter learning
- learning process
- hidden variables
- probabilistic model
- unsupervised learning
- deep learning
- learning tasks
- image processing
- active learning
- prior knowledge
- reinforcement learning
- hierarchical hidden markov models
- mixture model
- representational power
- conditional random fields
- image classification
- image segmentation