Multiple Instance Active Learning for Object Detection.
Tianning YuanFang WanMengying FuJianzhuang LiuSongcen XuXiangyang JiQixiang YePublished in: CVPR (2021)
Keyphrases
- multiple instance
- active learning
- object detection
- semi supervised learning
- multiple instance learning
- supervised learning
- learning problems
- semi supervised
- real valued
- multi class
- concept learning
- computer vision
- labeled data
- learning algorithm
- machine learning
- instance level
- random sampling
- unlabeled data
- training examples
- regression problems
- relational learning
- training set
- learning process
- object recognition
- image understanding
- text categorization
- relevance feedback
- transfer learning
- maximum margin
- cross validation
- image annotation
- sample complexity
- machine learning algorithms
- data sets