DOS: Diverse Outlier Sampling for Out-of-Distribution Detection.
Wenyu JiangHao ChengMingcai ChenChongjun WangHongxin WeiPublished in: ICLR (2024)
Keyphrases
- detection algorithm
- automatic detection
- probability density function
- monte carlo
- detection method
- steady state
- detection accuracy
- false alarms
- random sampling
- uniformly distributed
- detection rate
- outlier detection
- false positives
- sampling strategy
- wide variety
- real world
- power law
- ddos attacks
- detecting outliers
- hypothesis testing
- gaussian distribution
- event detection
- anomaly detection
- object detection
- probability distribution