On Modulating the Gradient for Meta-Learning

The repository contains the code for:
On Modulating the Gradient for Meta-Learning
Supp. Material
ECCV 2020

Comparison with prior methods: MAML, Meta-SGD, and Ours.

Please refer to each folder for different tasks: classification, regression, and RL.

Citation

@inproceedings{Christian2020ModGrad,
author = {Simon, Christian and Koniusz, Piotr and Nock, Richard and Harandi, Mehrtash},
title = {On Modulating the Gradient for Meta-Learning},
booktitle = {The European Conference on Computer Vision},
year = {2020}
}

Acknowledgement

Thank you for CAVIA code: regression and RL tasks are adopted from https://github.com/lmzintgraf/cavia