Exploring Adversarial Robustness of Deep Metric Learning.
Thomas Kobber PanumZi WangPengyu KanEarlence FernandesSomesh JhaPublished in: CoRR (2021)
Keyphrases
- metric learning
- distance metric
- semi supervised
- distance metric learning
- pairwise
- learning tasks
- semi supervised clustering
- multi task
- dimensionality reduction
- person re identification
- machine learning and pattern recognition
- mahalanobis metric
- nearest neighbor classification
- feature space
- distance function
- logic programs
- semi definite programming
- maximum variance unfolding
- neural network
- computer vision
- subject to linear constraints
- kernel learning
- background knowledge
- semi supervised learning
- text classification
- learning process
- data analysis
- pattern recognition
- learning environment
- knowledge base