This is the source code for the illustration in Figure. 1. the paper VOS: Learning What You Don’t Know by Virtual Outlier Synthesis by Xuefeng Du, Zhaoning Wang, Mu Cai, and Yixuan Li.
To train the classification model on 3-class Gaussian data using the standard cross entroy, run the following command:
python main.py --train_scheme ce --train_epoch 3000
At the save time, you will see the resulting image in folders ./results.
To see, run the following command:
python main.py --train_scheme vos --train_epoch 6000
At the save time, you will see the resulting image in folders ./results.