A simple yet effective loss function for face verification.

Code for Supervised Word Mover's Distance (SWMD)

Code for CVPR 2019 paper "Deep Metric Learning to Rank"

Person Re-identification by Local Maximal Occurrence Representation and Metric Learning

Kernel Distance Metric Learning using Pairwise Constraints for Person Re-Identification

Unsupervised Distance Metric Learning ToolKits in Matlab

A Matlab implementation of our previously published work in IEEE Trans. Big Data (TBD)

Sparse Bayesian Metric Learning

The code for large margin metric learning for nearest neighbor classification and its acceleration using triplet mining and stratified sampling

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.

MMML-ICPR‘18

Supervised distance metric learning through maximization of the Jeffrey divergence

Metric Learning for Combinatorial Datasets

[IJCAI 2018] "Towards Generalized and Efficient Metric Learning on Riemannian Manifold"

[Neurocomputing'15] Unsupervised neighborhood component analysis for clustering

An approach to supervised distance metric learning based on difference of convex functions programming

Sparse Compositional Metric Learning

Distance metric learning with the Universum

NIPS12-Hamming Distance Metric Learning with Non-linear Projection