Scaling Out-of-Distribution Detection for Real-World Settings.
Dan HendrycksSteven BasartMantas MazeikaAndy ZouJoseph KwonMohammadreza MostajabiJacob SteinhardtDawn SongPublished in: ICML (2022)
Keyphrases
- real world
- detection algorithm
- object detection
- case study
- wide range
- detection accuracy
- detection method
- data mining
- spatial distribution
- automatic detection
- data sets
- synthetic data
- detection scheme
- false alarms
- event detection
- false positives
- genetic algorithm
- digital images
- probability distribution
- expert systems
- image sequences
- synthetic datasets