Do Different Deep Metric Learning Losses Lead to Similar Learned Features?
Konstantin KobsMichael SteiningerAndrzej DulnyAndreas HothoPublished in: ICCV (2021)
Keyphrases
- metric learning
- multiple features
- distance metric
- learned metric
- feature space
- distance metric learning
- feature extraction
- pairwise
- multi task
- machine learning and pattern recognition
- discriminative information
- learning tasks
- dimensionality reduction
- image features
- classification accuracy
- feature vectors
- feature set
- semi supervised
- high dimensional
- support vector
- person re identification
- reinforcement learning
- face recognition