A Unified Survey on Anomaly, Novelty, Open-Set, and Out of-Distribution Detection: Solutions and Future Challenges.
Mohammadreza SalehiHossein MirzaeiDan HendrycksYixuan LiMohammad Hossein RohbanMohammad SabokrouPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- anomaly detection
- novelty detection
- detection algorithm
- detection accuracy
- detection rate
- object detection
- detection method
- false alarms
- optimal solution
- intrusion detection
- false positives
- data distribution
- feasible solution
- automatic detection
- probability distribution
- spatial distribution
- unified model
- computer vision
- change detection
- open source intelligence
- literature review
- detection scheme
- data sets
- target detection
- face detection
- multi objective
- multiscale
- neural network