Advancing Deep Metric Learning With Adversarial Robustness.
Inderjeet SinghKazuya KakizakiToshinori ArakiPublished in: ACML (2023)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- learning tasks
- machine learning and pattern recognition
- multi task
- pairwise
- nearest neighbor classification
- dimensionality reduction
- distance function
- person re identification
- mahalanobis metric
- feature space
- margin maximization
- kernel learning
- manifold learning
- maximum variance unfolding
- neural network
- subject to linear constraints