In this paper, we find the defect in compact abating probability application to most CNN-based OSR model.

Open set recognition (OSR) is a more suitable model for improving the dependability of ML components, which allows the presence of unknown classes at testing ...

Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems · Author Picture Xiangyuan Sun. College of ...

Rethinking Compact Abating Probability Modeling for Open Set Recognition Problem in Cyber-physical Systems. Article. Oct 2019; J SYST ARCHITECT. Xiangyuan Sun ...

Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems. Xiangyuan Sun, Xiaoyong Li, Kaijun Ren, Junqiang ...

Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems. Speical issue on Ada Perspective (ARSTAP). view.

"Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems." Journal of Systems Architecture 101 (2019): 101660 ...

作者 Xiangyuan Sun;Xiaoyong Li;Kaijun Ren;Junqiang Song;Zichen Xu. 成果类型 期刊论文. 期刊名称 Journal of Systems Architecture. 卷 32#7. 发表日期 2020.

Rethinking compact abating probability modeling for open set recognition problem in Cyber-physical systems. J. Syst. Archit. 101 (2019). [j18]. view.

This paper presents an approach to open set recognition based on an elaborate distance-like computation provided by a weightless neural network model, ...