Gradient-based Sampling for Class Imbalanced Semi-supervised Object Detection.
Jiaming LiXiangru LinWei ZhangXiao TanYingying LiJunyu HanErrui DingJingdong WangGuanbin LiPublished in: CoRR (2024)
Keyphrases
- object detection
- semi supervised
- class imbalanced
- minority class
- class imbalance
- semi supervised learning
- active learning
- instance selection
- labeled data
- sampling methods
- imbalanced data
- unlabeled data
- unsupervised learning
- pairwise
- supervised learning
- object recognition
- multiple instance learning
- co training
- multi class
- multi view
- sampling algorithm
- similarity measure
- computer vision
- training dataset
- training examples
- data sets