Task-Aware Few-Shot Visual Classification with Improved Self-Supervised Metric Learning.
Chia-Sheng ChengHao-Chiang ShaoChia-Wen LinPublished in: ICIP (2022)
Keyphrases
- metric learning
- distance metric learning
- visual classification
- multiple features
- distance metric
- semi supervised
- image classification
- learning tasks
- multi task
- pairwise
- dimensionality reduction
- distance function
- gender classification
- nearest neighbor classification
- kernel matrix
- person re identification
- visual recognition
- e learning
- euclidean distance
- visual features
- preprocessing step
- reinforcement learning
- learning algorithm
- pairwise constraints
- text categorization
- labeled data
- face recognition
- principal component analysis