Noise-resistant Deep Metric Learning with Ranking-based Instance Selection.
Chang LiuHan YuBoyang LiZhiqi ShenZhanning GaoPeiran RenXuansong XieLizhen CuiChunyan MiaoPublished in: CoRR (2021)
Keyphrases
- metric learning
- instance selection
- noise resistant
- semi supervised learning
- semi supervised
- nearest neighbor
- distance metric
- distance function
- multiple instance learning
- supervised learning
- multi task
- data reduction
- text classification
- pairwise
- labeled data
- dimensionality reduction
- multi class
- classification accuracy
- learning tasks
- unlabeled data
- knowledge discovery and data mining
- feature selection
- unsupervised learning
- co training
- machine learning
- feature space
- training data
- high dimensional data
- class labels
- data mining
- mutual information
- image processing
- learning problems
- prior knowledge
- euclidean distance
- text categorization
- data sets