Margin-Openset

This is the implementation of Attract or Distract: Explore the Margin of Open Set (ICCV 2019).

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Requirements

• Pytorch 0.4
• scikit-learn

Usage

SVHN -> MNIST

python train.py --task s2m --gpu 0 --epochs 100

USPS -> MNIST

python train.py --task u2m --gpu 0 --epochs 100

MNIST -> USPS

python train.py --task m2u --gpu 0 --epochs 100

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digit-TSNE

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Bibtex

Give a ⭐️ if this project helped you, please also consider citing our work:

@InProceedings{Feng_2019_ICCV,
author = {Feng, Qianyu and Kang, Guoliang and Fan, Hehe and Yang, Yi},
title = {Attract or Distract: Exploit the Margin of Open Set},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
month = {October},
year = {2019}
}