Integrating Language Guidance into Vision-based Deep Metric Learning.
Karsten RothOriol VinyalsZeynep AkataPublished in: CoRR (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- pairwise
- learning tasks
- person re identification
- nearest neighbor classification
- machine learning and pattern recognition
- distance function
- multi task
- mahalanobis metric
- feature space
- dimensionality reduction
- maximum variance unfolding
- semi supervised clustering
- natural language
- subject to linear constraints
- neural network
- distance measure
- active learning
- computer vision
- nonlinear dimensionality reduction
- semi supervised learning
- semi definite programming
- knn
- feature selection