Dynamic Metric Learning with Cross-Level Concept Distillation

This repository is the official PyTorch implementation of Dynamic Metric Learning with Cross-Level Concept Distillation.

Framework

Datasets

The three DyML datasets can be downloaded from here. Put the dataset files on ./datasets.

Requirements

To install requirements:

pip install -r requirements.txt

Training

To train the proposed CLCD method, run the following commands:

bash command.sh

or

bash command_product.sh

Device

We tested our code on a linux machine with two Nvidia RTX 3090 GPU cards.