Out-of-distribution Detection with Deep Nearest Neighbors.
Yiyou SunYifei MingXiaojin ZhuYixuan LiPublished in: CoRR (2022)
Keyphrases
- nearest neighbor
- data points
- knn
- k nearest neighbor
- automatic detection
- false positives
- false alarms
- detection accuracy
- object detection
- high dimensional data
- nearest neighbor search
- detection rate
- anomaly detection
- power law
- uniformly distributed
- spatial distribution
- deep learning
- data sets
- gaussian distribution
- event detection
- random variables
- detection method
- data streams
- machine learning