Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection.
Zhenyu WangYali LiYe GuoLu FangShengjin WangPublished in: CoRR (2021)
Keyphrases
- data sets
- prior knowledge
- database
- object detection
- semi supervised
- synthetic data
- data collection
- training data
- learning tasks
- data structure
- labeled data
- supervised learning
- learning phase
- raw data
- learning process
- data analysis
- data points
- high quality
- labeled and unlabeled data
- learning algorithm
- data sources
- data processing
- unlabeled data
- background knowledge
- human experts
- learning systems
- learning models
- uncertain data
- original data
- reinforcement learning
- missing data
- data streams
- high dimensional
- online learning
- probability distribution
- image data