OpenMix+: Revisiting Data Augmentation for Open Set Recognition

1 code implementation • IEEE Transactions on Circuits and Systems for Video Technology 2023 • Guosong Jiang, Pengfei Zhu, Yu Wang, QinGhua Hu

In this paper, we point out that balancing between structural risk and open space risk is crucial for open set recognition, and re-formalize it as open set structural risk.

Data Augmentation Open Set Learning