Variational Continual Proxy-Anchor for Deep Metric Learning.
Minyoung KimRicardo GuerreroHai Xuan PhamVladimir PavlovicPublished in: AISTATS (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- learning tasks
- multi task
- semi supervised
- dimensionality reduction
- pairwise
- person re identification
- machine learning and pattern recognition
- nearest neighbor classification
- image segmentation
- feature space
- semi supervised clustering
- semi supervised learning
- distance function
- mahalanobis metric
- subject to linear constraints
- domain knowledge
- learning process
- computer vision
- neural network