Awesome
Margin-Openset
This is the implementation of Attract or Distract: Explore the Margin of Open Set (ICCV 2019).
<img src="demo/framework.jpg">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
digit-TSNE
<img src="demo/digit-tsne.jpg">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}
}