no code implementations • 5 Aug 2021 • Xin Sun, Henghui Ding, Chi Zhang, Guosheng Lin, Keck-Voon Ling
In this work, we aim to address the challenging task of open set recognition (OSR).
no code implementations • 12 Aug 2020 • Xin Sun, Chi Zhang, Guosheng Lin, Keck-Voon Ling
A typical challenge that hinders their real-world applications is that unknown samples may be fed into the system during the testing phase, but traditional deep neural networks will wrongly recognize these unknown samples as one of the known classes.
1 code implementation • CVPR 2020 • Xin Sun, Zhenning Yang, Chi Zhang, Guohao Peng, Keck-Voon Ling
A typical challenge is that unknown samples may be fed into the system during the testing phase and traditional deep neural networks will wrongly recognize the unknown sample as one of the known classes.