RONF: Reliable Outlier Synthesis under Noisy Feature Space for Out-of-Distribution Detection.
Rundong HeZhongyi HanXiankai LuYilong YinPublished in: ACM Multimedia (2022)
Keyphrases
- feature space
- detection method
- detection accuracy
- automatic detection
- mean shift
- reliable detection
- classification accuracy
- outlier detection
- detection rate
- input space
- detection algorithm
- kernel function
- cost effective
- program synthesis
- power law
- hyperplane
- novelty detection
- data distribution
- image representation
- dimensionality reduction
- principal component analysis
- data points
- probability distribution
- high dimension
- detecting outliers
- image segmentation
- spatial distribution
- high dimensionality
- event detection
- false positives
- image retrieval
- multiscale