On the Detection of Anomalous or Out-of-Distribution Data in Vision Models Using Statistical Techniques.
Laura O'MahonyDavid JP O'SullivanNikola S. NikolovPublished in: AICV (2023)
Keyphrases
- data sets
- experimental data
- historical data
- data analysis
- data distribution
- image data
- statistical analysis
- statistical methods
- anomaly detection
- data collection
- object detection
- prior knowledge
- database
- synthetic data
- statistical models
- data points
- input data
- statistical data
- statistical inference
- sensor data
- learning models
- data quality
- accurate models
- correlation analysis
- high quality
- statistical tests
- original data
- feature space
- data sources
- probabilistic model
- probability distribution
- data processing
- graphical models