Nonparametric Variational Auto-encoders for Hierarchical Representation Learning.
Prasoon GoyalZhiting HuXiaodan LiangChenyu WangEric P. XingPublished in: CoRR (2017)
Keyphrases
- hierarchical representation
- learning systems
- image segmentation
- data sets
- prior knowledge
- active learning
- incremental learning
- learning algorithm
- learning process
- multiresolution
- learning scheme
- supervised learning
- online learning
- learning tasks
- dirichlet process mixture models
- unsupervised learning
- object detection
- motion estimation
- pairwise
- training data