A simple yet effective loss function for face verification.
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Updated
Aug 3, 2018 - MATLAB
A simple yet effective loss function for face verification.
Code for CVPR 2019 paper "Deep Metric Learning to Rank"
Code for Supervised Word Mover's Distance (SWMD)
Person Re-identification by Local Maximal Occurrence Representation and Metric Learning
A Matlab implementation of our previously published work in IEEE Trans. Big Data (TBD)
Unsupervised Distance Metric Learning ToolKits in Matlab
Sparse Bayesian Metric Learning
[IJCAI 2018] "Towards Generalized and Efficient Metric Learning on Riemannian Manifold"
Sparse Compositional Metric Learning
Supervised distance metric learning through maximization of the Jeffrey divergence
High-Dimensional Similarity Learning
Kernel Distance Metric Learning using Pairwise Constraints for Person Re-Identification
We propose a global and local feature transformation method for PRID. The global feature transformation matrix projects the data from different cameras to a common space. We further hypothesize that a latent basis matrix can be learnt in this space which represents the shared structure between different cameras using matrix factorization.
Distance metric learning with the Universum
An approach to supervised distance metric learning based on difference of convex functions programming
Metric Learning for Combinatorial Datasets
NIPS12-Hamming Distance Metric Learning with Non-linear Projection
[Neurocomputing'15] Unsupervised neighborhood component analysis for clustering
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