Revisiting Metric Learning for Few-Shot Image Classification.
Xiaomeng LiLequan YuChi-Wing FuMeng FangPheng-Ann HengPublished in: CoRR (2019)
Keyphrases
- image classification
- metric learning
- distance metric learning
- visual features
- distance metric
- machine learning and pattern recognition
- distance function
- semi supervised
- multi task
- pairwise
- image features
- feature space
- feature extraction
- learning tasks
- person re identification
- video sequences
- image representation
- sparse coding
- dimensionality reduction
- sparse representation
- class specific
- semi supervised learning
- training data
- multi label
- labeled data
- similarity measure
- data sets
- subject to linear constraints
- multiple features
- learning problems
- face recognition
- machine learning