Informed Pair Selection for Self-paced Metric Learning in Siamese Neural Networks.
Kyle MartinNirmalie WiratungaStewart MassieJérémie ClosPublished in: SGAI Conf. (2018)
Keyphrases
- feature extraction
- metric learning
- dimensionality reduction
- neural network
- pairwise
- feature space
- pattern recognition
- distance metric
- distance metric learning
- machine learning and pattern recognition
- semi supervised
- person re identification
- feature vectors
- learning tasks
- mahalanobis metric
- multi task
- semi supervised clustering
- distance function
- nearest neighbor classification
- maximum variance unfolding
- data sets
- text categorization
- low dimensional
- markov random field
- semi definite programming
- domain knowledge