Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering.
Chang LiuHan YuBoyang LiZhiqi ShenZhanning GaoPeiran RenXuansong XieLizhen CuiChunyan MiaoPublished in: CoRR (2021)
Keyphrases
- metric learning
- noise resistant
- distance metric
- distance metric learning
- semi supervised
- learning tasks
- pairwise
- multi task
- machine learning and pattern recognition
- person re identification
- nearest neighbor classification
- dimensionality reduction
- mahalanobis metric
- semi supervised clustering
- probabilistic model
- distance function
- feature space
- maximum variance unfolding
- neural network
- subject to linear constraints
- semi supervised learning
- unsupervised learning
- supervised learning
- pattern recognition
- reinforcement learning