DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization.
Wang LuJindong WangXinwei SunYiqiang ChenXiangyang JiQiang YangXing XiePublished in: CoRR (2023)
Keyphrases
- detection algorithm
- false alarms
- object detection
- false positives
- detection accuracy
- detection method
- data distribution
- uniformly distributed
- detection scheme
- autoregressive
- gaussian distribution
- automatic detection
- change detection
- non stationary
- digital images
- data structure
- training data
- multivariate time series
- change point
- quasi periodic
- machine learning
- chronic hepatitis
- spatial distribution
- multi class
- probability distribution
- image sequences
- search engine