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Lirong He1, Qingzhong Ai2, Xincheng Yang2
1School of Information Science and Engineering, Chongqing Jiaotong University, Chongqing, China; School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, China.
自律对抗训练 (SPAT) 通过逐步引入复杂的对抗示例来提高深度神经网络的稳定性. 这种方法提高了性能,并减轻了对抗训练中的过度装配和灾难性遗忘.
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