Multiple instance active learning for object detection.
Tianning YuanFang WanMengying FuJianzhuang LiuSongcen XuXiangyang JiQixiang YePublished in: CoRR (2021)
Keyphrases
- multiple instance
- active learning
- object detection
- semi supervised learning
- multiple instance learning
- supervised learning
- learning problems
- multi class
- semi supervised
- concept learning
- real valued
- labeled data
- learning algorithm
- unlabeled data
- instance level
- random sampling
- training examples
- relational learning
- object recognition
- computer vision
- maximum margin
- machine learning
- image understanding
- relevance feedback
- training set
- generalization error
- decision trees
- learning tasks
- text categorization
- model selection
- regression problems
- pattern classification
- transfer learning
- sample complexity
- data sets