Convolutional Prototype Network for Open Set Recognition - Yang, Hong-Ming; Zhang, Xu-Yao; Yin, Fei; Yang, Qing; Liu, Cheng-Lin (IEEE transactions on pattern analysis and machine intelligence, 2022)
Keywords: Algorithms; Artificial neural networks; Biological neural networks; Brain modeling; CNN; discriminative model; Feature extraction; generative model; Humans; Learning; Neural Networks, Computer; Open-set recognition; prototype model; Prototypes; Recognition; Regularization; Robustness; Task analysis; Training; unknown detection