Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement.
Fartash FaghriHadi PouransariSachin MehtaMehrdad FarajtabarAli FarhadiMohammad RastegariOncel TuzelPublished in: ICCV (2023)
Keyphrases
- experimental data
- mathematical model
- training data
- input data
- data sets
- test data
- data analysis
- probability distribution
- probabilistic model
- prior knowledge
- simulation data
- raw data
- missing data
- data processing
- data structure
- xml documents
- data sources
- original data
- computational model
- database
- measured data
- expert knowledge
- data quality
- statistical model
- spatial data
- high quality
- statistical analysis
- em algorithm
- data collection
- knowledge discovery
- artificial neural networks
- synthetic data
- empirical data
- image data
- management system
- prior information
- high accuracy
- neural network
- statistical methods
- computational efficiency
- machine learning
- learning algorithm
- bayesian networks
- social networks