Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection.
Chang LiuHan YuBoyang LiZhiqi ShenZhanning GaoPeiran RenXuansong XieLizhen CuiChunyan MiaoPublished in: CVPR (2021)
Keyphrases
- metric learning
- instance selection
- noise resistant
- semi supervised learning
- semi supervised
- distance metric
- nearest neighbor
- learning tasks
- supervised learning
- pairwise
- data reduction
- multiple instance learning
- text classification
- distance function
- labeled data
- unlabeled data
- multi class
- dimensionality reduction
- multi task
- classification accuracy
- knowledge discovery and data mining
- feature space
- concept drift
- co training
- unsupervised learning
- support vector machine
- learning problems
- multi label
- computer vision
- logic programs
- active learning
- prior knowledge
- high dimensional
- pattern recognition
- training data