Fast Deep Learning Training through Intelligently Freezing Layers.
Xueli XiaoThosini Bamunu MudiyanselageChunyan JiJie HuYi PanPublished in: iThings/GreenCom/CPSCom/SmartData (2019)
Keyphrases
- deep learning
- deep belief networks
- deep architectures
- restricted boltzmann machine
- unsupervised learning
- unsupervised feature learning
- mental models
- machine learning
- probabilistic model
- weakly supervised
- training set
- training samples
- hierarchical models
- training examples
- generative model
- data points
- reinforcement learning
- multiscale
- image segmentation
- clustering algorithm