How Shift Equivariance Impacts Metric Learning for Instance Segmentation.
Josef Lorenz RumbergerXiaoyan YuPeter HirschMelanie DohmenVanessa Emanuela GuarinoAshkan MokarianLisa MaisJan FunkeDagmar KainmuellerPublished in: CoRR (2021)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- pairwise
- semi supervised
- semi supervised clustering
- segmentation algorithm
- distance function
- learning tasks
- multi task
- image segmentation
- dimensionality reduction
- mahalanobis metric
- feature space
- semi supervised learning
- semi definite programming
- fully supervised
- domain knowledge
- high dimensional
- maximum variance unfolding