A Unified Approach Towards Active Learning and Out-of-Distribution Detection.
Sebastian SchmidtLeonard SchenkLeo SchwinnStephan GünnemannPublished in: CoRR (2024)
Keyphrases
- active learning
- detection method
- object detection
- probability distribution
- detection algorithm
- detection rate
- automatic detection
- false alarms
- detection accuracy
- uniformly distributed
- learning algorithm
- learning strategies
- experimental design
- expected loss
- batch mode
- detection scheme
- spatial distribution
- sample size
- supervised learning
- computer vision