Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations.
Mohammad AzizmalayeriAmeen Abu-HannaGiovanni CinàPublished in: CoRR (2024)
Keyphrases
- automatic detection
- detection rate
- extreme values
- false alarms
- object detection
- neural network
- power law
- high dimensional
- false positives
- normal distribution
- spatial distribution
- random variables
- detection method
- data distribution
- database
- detection accuracy
- anomaly detection
- markov chain
- uniformly distributed
- search engine
- data sets