Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection.
Zhenyu WangYali LiYe GuoLu FangShengjin WangPublished in: CVPR (2021)
Keyphrases
- object detection
- data sets
- prior knowledge
- semi supervised
- human experts
- background knowledge
- data collection
- reinforcement learning
- data processing
- active learning
- data sources
- online learning
- uncertain data
- data quality
- missing data
- training samples
- image data
- supervised learning
- data analysis
- bayesian networks
- labeled data
- data distribution
- training data
- database
- small number
- learning algorithm
- raw data
- computer vision
- clustering algorithm
- face detection
- high dimensional data
- high quality
- unlabeled data
- unsupervised learning
- input data