Uncertainty Estimation of Transformer Predictions for Misclassification Detection.
Artem VazhentsevGleb KuzminArtem ShelmanovAkim TsvigunEvgenii TsymbalovKirill FedyaninMaxim PanovAlexander PanchenkoGleb GusevMikhail BurtsevManvel AvetisianLeonid ZhukovPublished in: ACL (1) (2022)
Keyphrases
- joint detection
- false alarms
- object recognition
- detection algorithm
- fuzzy logic
- neural network
- detection accuracy
- object detection
- incomplete information
- automatic detection
- uncertain data
- artificial intelligence
- accurate estimation
- parameter estimation
- control system
- bayesian networks
- estimation algorithm
- decision theory
- estimation accuracy
- inherent uncertainty
- real time