[其他] ICML-CIFS Improving Adversarial Robustness of CNNs via Channel-wise Importa ... [推广有奖]

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发表于 2025-8-10 19:44:04 |AI写论文

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CIFS: Improving Adversarial Robustness of CNNs via Channel-wise
         Importance-based Feature Selection

Hanshu Yan 1 Jingfeng Zhang 2 Gang Niu 2 Jiashi Feng 1 Vincent Y. F. Tan 1 3 Masashi Sugiyama 2 4

         Abstract                tonomous vehicles (Grigorescu et al., 2020; Hu et al., 2020)
We investigate the adversarial robustness of CNNs    and computer-aided medical diagnoses (Trebeschi et al.,
from the perspective of channel-wise activations.    2017; Shu et al ...