Improving Out-of-Distribution Detection via Epistemic Uncertainty Adversarial Training.
Derek EverettAndré T. NguyenLuke E. RichardsEdward RaffPublished in: CoRR (2022)
Keyphrases
- detection method
- automatic detection
- object detection
- training and test data
- detection algorithm
- training algorithm
- detection accuracy
- multi agent
- test set
- training set
- data sets
- random variables
- spatial distribution
- training phase
- decision theory
- possibility theory
- training examples
- detection rate
- training samples
- online learning
- supervised learning
- reinforcement learning
- face recognition
- computer vision
- neural network