Bridging the Gap Between Layout Pattern Sampling and Hotspot Detection via Batch Active Learning.
Haoyu YangShuhe LiCyrus TaberyBingqing LinBei YuPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2021)
Keyphrases
- active learning
- random sampling
- batch mode
- pattern detection
- sampling strategies
- semi supervised
- anomaly detection
- detection accuracy
- pattern matching
- false alarms
- object detection
- detection method
- parameter space
- detection rate
- learning strategies
- sample selection
- false positives
- detection algorithm
- active sampling
- monte carlo
- sampling algorithm
- automatic detection
- neural network
- labeled data
- feature selection