Yi Niu

PMAL: Open Set Recognition via Robust Prototype Mining

2022 · Proceedings of the AAAI Conference on Artificial Intelligence

Open Set Recognition (OSR) has been an emerging topic. Besides recognizing predefined classes, the system needs to reject the unknowns. Prototype learning is a potential manner to handle the problem, as its ability to improve …