Mining on Manifolds (CVPR 2018)
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README.md Update README.md Sep 7, 2018
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README.md

Mining on Manifolds: Metric Learning Without Labels

This is a Matlab package for our paper:

A. Iscen, G. Tolias, Y. Avrithis, O. Chum. "Mining on Manifolds: Metric Learning Without Labels", CVPR 2018

It implements unsupervised selection of training pairs (positives and negatives). The training part will be available soon.

Execution

Run the following script:

>> mom

Prerequisites

Package for diffusion proposed in our CVPR17 paper:

A. Iscen, G. Tolias, Y. Avrithis, T. Furon, O. Chum. "Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations", CVPR 2017

Github Link: https://github.com/ahmetius/diffusion-retrieval

If not available, it is automatically downloaded within the main script.