Boosting Long-tailed Object Detection via Step-wise Learning on Smooth-tail Data.
Na DongYongqiang ZhangMingli DingGim Hee LeePublished in: CoRR (2023)
Keyphrases
- data sets
- learning algorithm
- prior knowledge
- raw data
- object detection
- data sources
- input data
- data analysis
- step wise
- high dimensional data
- online learning
- database
- supervised learning
- image data
- data points
- learning models
- machine learning
- combining multiple
- data structure
- learning process
- learning systems
- missing data
- background knowledge
- neural network
- learned models
- object categories
- data collection
- data quality
- human experts
- learning tasks
- spatial data
- data processing
- end users
- decision trees
- active learning
- high dimensional