Out-of-distribution Detection Using Kernel Density Polytopes.
Jayanta DeyAshwin De SilvaWill LeVineJong M. ShinHaoyin XuAli GeisaTiffany ChuLeyla IsikJoshua T. VogelsteinPublished in: CoRR (2022)
Keyphrases
- kernel density
- mean shift
- detection accuracy
- detection algorithm
- detection method
- hidden markov models
- detection rate
- object detection
- automatic detection
- false positives
- change detection
- automated detection
- machine learning
- face detection
- convex hull
- database
- graphical models
- probability distribution
- case study
- neural network