SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness.
Nathan NgKyunghyun ChoMarzyeh GhassemiPublished in: CoRR (2020)
Keyphrases
- data structure
- data processing
- data sets
- high quality
- data collection
- complex data
- data quality
- data objects
- data analysis
- image data
- domain experts
- synthetic data
- experimental data
- data distribution
- domain independent
- data sources
- domain knowledge
- video sequences
- training data
- raw data
- spatial data
- domain specific
- privacy preserving
- computer systems
- small number
- probability distribution
- bayesian networks
- decision trees
- social networks
- machine learning