p-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations.
Adam DziedzicStephan RabanserMohammad YaghiniArmin AleMurat A. ErdogduNicolas PapernotPublished in: CoRR (2022)
Keyphrases
- detection method
- detection scheme
- statistical analysis
- anomaly detection
- statistical models
- automatic detection
- detection algorithm
- probability distribution
- uniformly distributed
- data driven
- machine learning
- false positives
- data distribution
- detection accuracy
- test cases
- spatial distribution
- deep learning
- statistical approaches
- gaussian distribution
- face detection
- object detection
- software engineering
- video sequences
- case study