Deep Metric Learning with Adaptively Composite Dynamic Constraints.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3234536
Abstract: In this paper, we propose a deep metric learning with adaptively composite dynamic constraints (DML-DC) method for image retrieval and clustering. Most existing deep metric learning methods impose pre-defined constraints on the training samples, which… read more here.
Keywords: metric learning; dynamic constraints; adaptively composite; learning adaptively ... See more keywords