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adversarialquerying's Introduction

Adversarially Robust Few-Shot Learning: A Meta-Learning Approach

Micah Goldblum, Liam Fowl, Tom Goldstein

This repository contains PyTorch code for adversarial querying with ProtoNet, R2-D2, and MetaOptNet. Adversarial querying is an algorithm for producing robust meta-learners. More can be found in our NeurIPS 2020 paper. We adapt models and data loading from here.

Prerequisites:

  • Python2
  • PyTorch
  • CUDA

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adversarialquerying's Issues

about maml-adml

Thank you for your code and paper! However,why remove maml-adml files,i found comparative experiment on this two models in your paper,but there are not maml-adml files in it.

About normalization

Hi, thanks for your great work.
I wonder why in data/mini_imagenet.py, you don't use normalization.
image
Thanks for answering.

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