Deep Representation Learning on Long-tailed Data: A Learnable Embedding Augmentation Perspective.
Jialun LiuYifan SunChuchu HanZhaopeng DouWenhui LiPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- prior knowledge
- background knowledge
- data sources
- data sets
- training data
- data structure
- data processing
- database
- positive examples
- data points
- learning process
- data analysis
- machine learning
- probability distribution
- learned models
- multidimensional scaling
- learning models
- human experts
- learning problems
- learning tasks
- high dimensional data
- unsupervised learning
- data collection
- online learning
- supervised learning
- semi supervised
- image data
- xml documents
- reinforcement learning