AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations rather than Data.
Liheng ZhangGuo-Jun QiLiqiang WangJiebo LuoPublished in: CoRR (2019)
Keyphrases
- data sets
- experimental data
- data processing
- supervised learning
- synthetic data
- data collection
- database
- data sources
- original data
- data distribution
- background knowledge
- prior knowledge
- probability distribution
- knowledge discovery
- high quality
- learning process
- training data
- noisy data
- neural network
- decision trees
- statistical analysis
- knowledge acquisition
- data structure
- small number
- data analysis
- computer systems
- input data
- missing data
- image data
- event detection
- raw data
- data points
- feature hierarchies