Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning.
Anaelia OvalleEvan CzyzyckiCho-Jui HsiehPublished in: CoRR (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- pairwise
- learning tasks
- semi supervised
- machine learning and pattern recognition
- multi task
- distance function
- semi supervised clustering
- nearest neighbor classification
- dimensionality reduction
- person re identification
- feature space
- semi supervised learning
- semi definite programming
- neural network
- mahalanobis metric
- watermarking scheme
- learning problems
- background knowledge
- supervised learning
- reinforcement learning
- learning algorithm