DOS: Diverse Outlier Sampling for Out-of-Distribution Detection.
Wenyu JiangHao ChengMingcai ChenChongjun WangHongxin WeiPublished in: CoRR (2023)
Keyphrases
- automatic detection
- detection accuracy
- false positives
- probability distribution
- false alarms
- object detection
- wide variety
- detection algorithm
- uniformly distributed
- detection rate
- random sampling
- sampling methods
- target detection
- gaussian distribution
- decision trees
- sampling strategies
- hypothesis testing
- event detection
- monte carlo
- random variables
- anomaly detection
- training set