Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning.

Jongin Lim Sangdoo Yun Seulki Park Jin Young Choi

Published in: CVPR (2022)

Keyphrases

metric learning
pairwise
distance metric
distance metric learning
semi supervised
machine learning and pattern recognition
learning tasks

nearest neighbor classification
multi task
dimensionality reduction
distance function
mahalanobis metric
semi supervised clustering

semantic information
feature space
machine learning
neural network
semi supervised learning
higher order

maximum variance unfolding
background knowledge
labeled data
supervised learning
domain knowledge
computer vision