Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement.
Kai XuRongyu ChenGianni FranchiAngela YaoPublished in: ICLR (2024)
Keyphrases
- post hoc
- detection rate
- detection method
- automatic detection
- false positives
- image processing
- object detection
- detection accuracy
- detection algorithm
- uniformly distributed
- training phase
- training algorithm
- training process
- false alarms
- data distribution
- object detectors
- neural network
- random variables
- anomaly detection
- probability distribution
- database
- probabilistic model
- detection scheme
- power law
- genetic algorithm
- computer vision
- object recognition
- spatial distribution
- training set
- gaussian distribution
- test set
- event detection
- image enhancement