DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer.
Yuntao ChenNaiyan WangZhaoxiang ZhangPublished in: CoRR (2017)
Keyphrases
- metric learning
- distance metric
- pairwise similarities
- distance metric learning
- learning tasks
- dimensionality reduction
- machine learning and pattern recognition
- transfer learning
- semi supervised
- nearest neighbor classification
- pairwise
- semi supervised clustering
- distance function
- kernel matrix
- semi supervised learning
- multi task
- person re identification
- similarity measure
- feature space
- sample size
- labeled data
- semi definite programming
- image processing
- mahalanobis metric
- computer vision
- euclidean distance
- image classification
- data points
- active learning
- face recognition