A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection using Compounded Corruptions.
Ramya S. HebbalaguppeSoumya Suvra GoshalJatin PrakashHarshad KhadilkarChetan AroraPublished in: CoRR (2022)
Keyphrases
- data sets
- data distribution
- data sources
- knowledge discovery
- data analysis
- database
- data collection
- anomaly detection
- synthetic data
- spatial data
- high quality
- raw data
- experimental data
- original data
- data objects
- data quality
- data mining techniques
- image data
- object detection
- probability distribution
- search engine
- xml documents
- data structure
- data samples
- uniformly distributed
- social networks
- face recognition
- training data
- network structure
- test data
- data streams
- training set
- false positives
- detection method
- data points
- input data