Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning (Student Abstract).
Anaelia OvalleEvan CzyzyckiCho-Jui HsiehPublished in: AAAI (2023)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise
- dimensionality reduction
- learning tasks
- feature space
- machine learning and pattern recognition
- multi task
- person re identification
- distance function
- learning process
- nearest neighbor classification
- semi supervised clustering
- mahalanobis metric
- semi definite programming
- data mining
- semi supervised learning
- learning environment
- machine learning
- learning styles
- maximum variance unfolding