Contrastive Training for Improved Out-of-Distribution Detection.
Jim WinkensRudy BunelAbhijit Guha RoyRobert StanforthVivek NatarajanJoseph R. LedsamPatricia MacWilliamsPushmeet KohliAlan KarthikesalingamSimon KohlA. Taylan CemgilS. M. Ali EslamiOlaf RonnebergerPublished in: CoRR (2020)
Keyphrases
- false alarms
- training and test data
- false positives
- detection algorithm
- training set
- test set
- object detection
- detection accuracy
- detection method
- detection rate
- online learning
- training algorithm
- face recognition
- computer vision
- training and testing data
- discriminative classifiers
- training process
- data sets
- probability density function
- data distribution
- random variables
- face detection
- supervised learning
- multi class
- image sequences
- genetic algorithm