Out-of-Distribution Detection and Generation Using Soft Brownian Offset Sampling and Autoencoders.
Felix MöllerDiego BotacheDenis HuseljicFlorian HeideckerMaarten BieshaarBernhard SickPublished in: CVPR Workshops (2021)
Keyphrases
- detection method
- automatic detection
- detection algorithm
- detection rate
- random sampling
- detection accuracy
- anomaly detection
- neural network
- false alarms
- power law
- object detection
- sample size
- random fields
- monte carlo
- markov chain monte carlo
- spatial distribution
- gaussian distribution
- denoising
- dynamic programming
- active learning
- artificial neural networks