Out-of-Distribution Detection with Deep Nearest Neighbors.
Yiyou SunYifei MingXiaojin ZhuYixuan LiPublished in: ICML (2022)
Keyphrases
- nearest neighbor
- automatic detection
- knn
- k nearest neighbor
- data points
- false alarms
- detection method
- data distribution
- detection accuracy
- nearest neighbor search
- detection algorithm
- dimensionality reduction
- gaussian distribution
- detection rate
- multi class
- high dimensional
- genetic algorithm
- database
- high dimensional spaces
- uniformly distributed
- multi dimensional
- object detection
- machine learning
- data sets