Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders.
Felix MöllerDiego BotacheDenis HuseljicFlorian HeideckerMaarten BieshaarBernhard SickPublished in: CoRR (2021)
Keyphrases
- denoising
- detection algorithm
- detection method
- automatic detection
- detection accuracy
- false alarms
- bayesian networks
- probability distribution
- object detection
- sampling algorithm
- data distribution
- detection rate
- sampling strategy
- learning algorithm
- power law
- long run
- spatial distribution
- random sampling
- event detection
- false positives
- reinforcement learning